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authorPrzemyslaw Szczepaniak <pszczepaniak@google.com>2019-03-21 05:27:39 -0700
committerandroid-build-merger <android-build-merger@google.com>2019-03-21 05:27:39 -0700
commit34467f5fba75446911be7ccf843432ae45ec09f7 (patch)
treecbbec484d59fe1d3db49663b91f039654eea1155
parent5fd84ddcbae5672ad9411b51cca1a69ab13c72ac (diff)
parent55e4426c84e4a39eb17e4e3c7f8503da45c21d1d (diff)
downloadmodels-34467f5fba75446911be7ccf843432ae45ec09f7.tar.gz
Open Images Dataset V4 (test set) based image classification dataset. am: 70d9b2d7f8
am: 55e4426c84 Change-Id: I917467c12573d03e3306140bee704d4dbcd98cb7
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diff --git a/assets/image_classification/LICENSE b/assets/image_classification/LICENSE
index 318ca9a..9b8c28d 100644
--- a/assets/image_classification/LICENSE
+++ b/assets/image_classification/LICENSE
@@ -1,410 +1,11920 @@
-Images in this directory are licensed under one of following licences:
-- Creative Commons Attribution 2.0 Generic
-- Creative Commons Attribution 2.5 Generic
-- Creative Commons Attribution 3.0 Unported
-- Creative Commons Attribution 4.0 International
-- Creative Commons Attribution-Share Alike 2.0 Generic
-- Creative Commons Attribution-Share Alike 2.5 Generic
-- Creative Commons Attribution-Share Alike 3.0 Unported
-- Creative Commons Attribution-Share Alike 4.0 International
-- Public Domain
-
image-0.jpeg
-Source: https://commons.wikimedia.org/wiki/File:Green_mamba.jpg
-Attribution: David~O (Source: https://www.flickr.com/photos/8106459@N07/)
-License: Creative Commons Attribution 2.0 Generic
+Label: keeshond
+Url: https://www.flickr.com/photos/35776267@N08/3336561942
+Image url: https://farm8.staticflickr.com/3391/3336561942_ec6765ac71_o.jpg
+License: https://creativecommons.org/licenses/by/2.0/
+Title: cel mai superb caine
+Author: Stanciu Simona (https://www.flickr.com/people/35776267@N08/)
image-1.jpeg
-Source: https://commons.wikimedia.org/wiki/File:T%C3%B6pferscheibe.jpg
-Attribution: Oliver Kurmis
-License: Public Domain
+Label: golden retriever
+Url: https://www.flickr.com/photos/uriel1998/15413648199
+Image url: https://c7.staticflickr.com/4/3935/15413648199_d287a131de_o.jpg
+License: https://creativecommons.org/licenses/by/2.0/
+Title: Because she looks like this is why we forgive SO much mischief....
+Author: Steven Saus (https://www.flickr.com/people/uriel1998/)
image-2.jpeg
-Source: https://commons.wikimedia.org/wiki/File:Green_Snake_on_a_branch.jpg
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+Url: https://www.flickr.com/photos/markyharky/11610797183
+Image url: https://farm1.staticflickr.com/7422/11610797183_97ec84a82a_o.jpg
+License: https://creativecommons.org/licenses/by/2.0/
+Title: Paisley Abbey and Town Hall
+Author: Mark Harkin (https://www.flickr.com/people/markyharky/)
+
+image-1477.jpeg
+Label: sundial
+Url: https://www.flickr.com/photos/jcapaldi/2615212986
+Image url: https://farm3.staticflickr.com/3033/2615212986_aaa9dfe668_o.jpg
+License: https://creativecommons.org/licenses/by/2.0/
+Title: Sundial: &quot;Grow old along with me the best is yet to come.&quot;
+Author: Jim, the Photographer (https://www.flickr.com/people/jcapaldi/)
+
+image-1478.jpeg
+Label: rifle
+Url: https://www.flickr.com/photos/usasoc/5761348539
+Image url: https://c6.staticflickr.com/4/3124/5761348539_ce976bd1ec_o.jpg
+License: https://creativecommons.org/licenses/by/2.0/
+Title: TLH_9672
+Author: USASOC News Service (https://www.flickr.com/people/usasoc/)
+
+image-1479.jpeg
+Label: anemone fish
+Url: https://www.flickr.com/photos/jirka_matousek/8370045999
+Image url: https://c1.staticflickr.com/9/8356/8370045999_71738424ec_o.jpg
+License: https://creativecommons.org/licenses/by/2.0/
+Title: Monterey Bay Aquarium, CA
+Author: Jirka Matousek (https://www.flickr.com/people/jirka_matousek/)
+
+image-1480.jpeg
+Label: jellyfish
+Url: https://www.flickr.com/photos/lhanaphotography/6702082349
+Image url: https://c2.staticflickr.com/8/7146/6702082349_b68c1464c8_o.jpg
+License: https://creativecommons.org/licenses/by/2.0/
+Title: Jellyfish
+Author: Max and Dee Bernt (https://www.flickr.com/people/lhanaphotography/)
+
+image-1481.jpeg
+Label: volcano
+Url: https://www.flickr.com/photos/engyles/15549741955
+Image url: https://farm3.staticflickr.com/3933/15549741955_9ef82114f3_o.jpg
+License: https://creativecommons.org/licenses/by/2.0/
+Title: SAM_0103
+Author: Engyles (https://www.flickr.com/people/engyles/)
+
+image-1482.jpeg
+Label: four-poster
+Url: https://www.flickr.com/photos/greenwichwhs/5452755123
+Image url: https://farm6.staticflickr.com/5259/5452755123_72cd06899c_o.jpg
+License: https://creativecommons.org/licenses/by/2.0/
+Title: Number 16 B&B 3
+Author: Visit Greenwich (https://www.flickr.com/people/greenwichwhs/)
+
+image-1483.jpeg
+Label: bison
+Url: https://www.flickr.com/photos/zanastardust/2374026133
+Image url: https://farm5.staticflickr.com/2019/2374026133_033cd28923_o.jpg
+License: https://creativecommons.org/licenses/by/2.0/
+Title: boohhh
+Author: Rosana Prada (https://www.flickr.com/people/zanastardust/)
+
+image-1484.jpeg
+Label: oboe
+Url: https://www.flickr.com/photos/armymaterielcommand/14856100311/
+Image url: https://c4.staticflickr.com/4/3907/14856100311_be2c65b0d6_o.jpg
+License: https://creativecommons.org/licenses/by/2.0/
+Title: DSC_0039
+Author: U.S. Army Materiel Command (https://www.flickr.com/people/armymaterielcommand/)
+
+image-1485.jpeg
+Label: horizontal bar
+Url: https://www.flickr.com/photos/klemencic/15821993930
+Image url: https://c5.staticflickr.com/8/7559/15821993930_d4cafa6d8c_o.jpg
+License: https://creativecommons.org/licenses/by/2.0/
+Title: DSC_5793
+Author: K.M. Klemencic (https://www.flickr.com/people/klemencic/)
+
+image-1486.jpeg
+Label: sulphur-crested cockatoo
+Url: https://www.flickr.com/photos/babbagecabbage/4578269022
+Image url: https://c6.staticflickr.com/5/4004/4578269022_a5105b47b1_o.jpg
+License: https://creativecommons.org/licenses/by/2.0/
+Title: _MG_0609
+Author: babbagecabbage (https://www.flickr.com/people/babbagecabbage/)
+
+image-1487.jpeg
+Label: amphibian
+Url: https://www.flickr.com/photos/yimhafiz/4230294073/
+Image url: https://c4.staticflickr.com/5/4006/4230294073_d72f057504_o.jpg
+License: https://creativecommons.org/licenses/by/2.0/
+Title: SKINK
+Author: Hafiz Issadeen (https://www.flickr.com/people/yimhafiz/)
+
+image-1488.jpeg
+Label: umbrella
+Url: https://www.flickr.com/photos/88526197@N00/3184772593
+Image url: https://farm3.staticflickr.com/3360/3184772593_76cb248f49_o.jpg
+License: https://creativecommons.org/licenses/by/2.0/
+Title: Paraplu van kant
+Author: DymphieH (https://www.flickr.com/people/88526197@N00/)
+
+image-1489.jpeg
+Label: fox squirrel
+Url: https://www.flickr.com/photos/krismartis/56924158
+Image url: https://farm3.staticflickr.com/32/56924158_e530c7518d_o.jpg
+License: https://creativecommons.org/licenses/by/2.0/
+Title: Trinidad Squirrel
+Author: Kris Martis (https://www.flickr.com/people/krismartis/)
+
diff --git a/assets/image_classification/README.txt b/assets/image_classification/README.txt
index 54f1963..2b6b3a6 100644
--- a/assets/image_classification/README.txt
+++ b/assets/image_classification/README.txt
@@ -1,2 +1,3 @@
-This is small (~80 images) dataset for image classification evaluation for the mlts
-benchmark.
+This is ~1400 images for image classification evaluation for the mlts. This dataset is sourced from Open Images Dataset v4 test set
+(https://storage.googleapis.com/openimages/web/index.html).
+
diff --git a/assets/image_classification/cc-by-2.5.html b/assets/image_classification/cc-by-2.5.html
deleted file mode 100644
index c0aebb3..0000000
--- a/assets/image_classification/cc-by-2.5.html
+++ /dev/null
@@ -1,123 +0,0 @@
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diff --git a/assets/image_classification/cc-by-3.0.txt b/assets/image_classification/cc-by-3.0.txt
deleted file mode 100644
index 1a16e05..0000000
--- a/assets/image_classification/cc-by-3.0.txt
+++ /dev/null
@@ -1,319 +0,0 @@
-Creative Commons Legal Code
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diff --git a/assets/image_classification/cc-by-4.0.txt b/assets/image_classification/cc-by-4.0.txt
deleted file mode 100644
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-<p>THE WORK (AS DEFINED BELOW) IS PROVIDED UNDER THE TERMS OF THIS CREATIVE COMMONS PUBLIC LICENSE ("CCPL" OR "LICENSE"). THE WORK IS PROTECTED BY COPYRIGHT AND/OR OTHER APPLICABLE LAW. ANY USE OF THE WORK OTHER THAN AS AUTHORIZED UNDER THIS LICENSE OR COPYRIGHT LAW IS PROHIBITED. </p>
-<p>BY EXERCISING ANY RIGHTS TO THE WORK PROVIDED HERE, YOU ACCEPT AND AGREE TO BE BOUND BY THE TERMS OF THIS LICENSE. THE LICENSOR GRANTS YOU THE RIGHTS CONTAINED HERE IN CONSIDERATION OF YOUR ACCEPTANCE OF SUCH TERMS AND CONDITIONS. </p>
-<p><strong>1. Definitions</strong> </p>
-<ol type="a">
-<li>
-<strong>"Collective Work"</strong> means a work, such as a periodical issue, anthology or encyclopedia, in which the Work in its entirety in unmodified form, along with a number of other contributions, constituting separate and independent works in themselves, are assembled into a collective whole. A work that constitutes a Collective Work will not be considered a Derivative Work (as defined below) for the purposes of this License.
-</li>
-<li>
-<strong>"Derivative Work"</strong> means a work based upon the Work or upon the Work and other pre-existing works, such as a translation, musical arrangement, dramatization, fictionalization, motion picture version, sound recording, art reproduction, abridgment, condensation, or any other form in which the Work may be recast, transformed, or adapted, except that a work that constitutes a Collective Work will not be considered a Derivative Work for the purpose of this License. For the avoidance of doubt, where the Work is a musical composition or sound recording, the synchronization of the Work in timed-relation with a moving image ("synching") will be considered a Derivative Work for the purpose of this License.
-</li>
-<li>
-<strong>"Licensor"</strong> means the individual or entity that offers the Work under the terms of this License.
-</li>
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-<strong>"Original Author"</strong> means the individual or entity who created the Work.
-</li>
-<li>
-<strong>"Work"</strong> means the copyrightable work of authorship offered under the terms of this License.
-</li>
-<li>
-<strong>"You"</strong> means an individual or entity exercising rights under this License who has not previously violated the terms of this License with respect to the Work, or who has received express permission from the Licensor to exercise rights under this License despite a previous violation.
-</li>
-<li><strong>"License Elements"</strong> means the following high-level license attributes as selected by Licensor and indicated in the title of this License: Attribution, ShareAlike.</li></ol>
-<p><strong>2. Fair Use Rights.</strong> Nothing in this license is intended to reduce, limit, or restrict any rights arising from fair use, first sale or other limitations on the exclusive rights of the copyright owner under copyright law or other applicable laws. </p>
-<p><strong>3. License Grant.</strong> Subject to the terms and conditions of this License, Licensor hereby grants You a worldwide, royalty-free, non-exclusive, perpetual (for the duration of the applicable copyright) license to exercise the rights in the Work as stated below: </p>
-<ol type="a">
-<li>
-to reproduce the Work, to incorporate the Work into one or more Collective Works, and to reproduce the Work as incorporated in the Collective Works;
-</li>
-<li>
-to create and reproduce Derivative Works;
-</li>
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-to distribute copies or phonorecords of, display publicly, perform publicly, and perform publicly by means of a digital audio transmission the Work including as incorporated in Collective Works;
-</li>
-<li>
-to distribute copies or phonorecords of, display publicly, perform publicly, and perform publicly by means of a digital audio transmission Derivative Works.
-</li>
-<li><p>For the avoidance of doubt, where the work is a musical composition:</p>
-<ol type="i">
-<li><strong>Performance Royalties Under Blanket Licenses</strong>. Licensor waives the exclusive right to collect, whether individually or via a performance rights society (e.g. ASCAP, BMI, SESAC), royalties for the public performance or public digital performance (e.g. webcast) of the Work.</li>
-<li><strong>Mechanical Rights and Statutory Royalties</strong>. Licensor waives the exclusive right to collect, whether individually or via a music rights society or designated agent (e.g. Harry Fox Agency), royalties for any phonorecord You create from the Work ("cover version") and distribute, subject to the compulsory license created by 17 USC Section 115 of the US Copyright Act (or the equivalent in other jurisdictions).
-</li>
-</ol>
-</li>
-<li><strong>Webcasting Rights and Statutory Royalties</strong>. For the avoidance of doubt, where the Work is a sound recording, Licensor waives the exclusive right to collect, whether individually or via a performance-rights society (e.g. SoundExchange), royalties for the public digital performance (e.g. webcast) of the Work, subject to the compulsory license created by 17 USC Section 114 of the US Copyright Act (or the equivalent in other jurisdictions).</li>
-</ol>
-<p>The above rights may be exercised in all media and formats whether now known or hereafter devised. The above rights include the right to make such modifications as are technically necessary to exercise the rights in other media and formats. All rights not expressly granted by Licensor are hereby reserved.</p>
-<p><strong>4. Restrictions.</strong>The license granted in Section 3 above is expressly made subject to and limited by the following restrictions: </p>
-<ol type="a">
-<li>
-You may distribute, publicly display, publicly perform, or publicly digitally perform the Work only under the terms of this License, and You must include a copy of, or the Uniform Resource Identifier for, this License with every copy or phonorecord of the Work You distribute, publicly display, publicly perform, or publicly digitally perform. You may not offer or impose any terms on the Work that alter or restrict the terms of this License or the recipients' exercise of the rights granted hereunder. You may not sublicense the Work. You must keep intact all notices that refer to this License and to the disclaimer of warranties. You may not distribute, publicly display, publicly perform, or publicly digitally perform the Work with any technological measures that control access or use of the Work in a manner inconsistent with the terms of this License Agreement. The above applies to the Work as incorporated in a Collective Work, but this does not require the Collective Work apart from the Work itself to be made subject to the terms of this License. If You create a Collective Work, upon notice from any Licensor You must, to the extent practicable, remove from the Collective Work any reference to such Licensor or the Original Author, as requested. If You create a Derivative Work, upon notice from any Licensor You must, to the extent practicable, remove from the Derivative Work any reference to such Licensor or the Original Author, as requested.
-</li>
-<li>
-You may distribute, publicly display, publicly perform, or publicly digitally perform a Derivative Work only under the terms of this License, a later version of this License with the same License Elements as this License, or a Creative Commons iCommons license that contains the same License Elements as this License (e.g. Attribution-ShareAlike 2.0 Japan). You must include a copy of, or the Uniform Resource Identifier for, this License or other license specified in the previous sentence with every copy or phonorecord of each Derivative Work You distribute, publicly display, publicly perform, or publicly digitally perform. You may not offer or impose any terms on the Derivative Works that alter or restrict the terms of this License or the recipients' exercise of the rights granted hereunder, and You must keep intact all notices that refer to this License and to the disclaimer of warranties. You may not distribute, publicly display, publicly perform, or publicly digitally perform the Derivative Work with any technological measures that control access or use of the Work in a manner inconsistent with the terms of this License Agreement. The above applies to the Derivative Work as incorporated in a Collective Work, but this does not require the Collective Work apart from the Derivative Work itself to be made subject to the terms of this License.
-</li>
-<li>
-If you distribute, publicly display, publicly perform, or publicly digitally perform the Work or any Derivative Works or Collective Works, You must keep intact all copyright notices for the Work and give the Original Author credit reasonable to the medium or means You are utilizing by conveying the name (or pseudonym if applicable) of the Original Author if supplied; the title of the Work if supplied; to the extent reasonably practicable, the Uniform Resource Identifier, if any, that Licensor specifies to be associated with the Work, unless such URI does not refer to the copyright notice or licensing information for the Work; and in the case of a Derivative Work, a credit identifying the use of the Work in the Derivative Work (e.g., "French translation of the Work by Original Author," or "Screenplay based on original Work by Original Author"). Such credit may be implemented in any reasonable manner; provided, however, that in the case of a Derivative Work or Collective Work, at a minimum such credit will appear where any other comparable authorship credit appears and in a manner at least as prominent as such other comparable authorship credit.
-</li>
-</ol>
-<p><strong>5. Representations, Warranties and Disclaimer</strong></p>
-<p>UNLESS OTHERWISE AGREED TO BY THE PARTIES IN WRITING, LICENSOR OFFERS THE WORK AS-IS AND MAKES NO REPRESENTATIONS OR WARRANTIES OF ANY KIND CONCERNING THE MATERIALS, EXPRESS, IMPLIED, STATUTORY OR OTHERWISE, INCLUDING, WITHOUT LIMITATION, WARRANTIES OF TITLE, MERCHANTIBILITY, FITNESS FOR A PARTICULAR PURPOSE, NONINFRINGEMENT, OR THE ABSENCE OF LATENT OR OTHER DEFECTS, ACCURACY, OR THE PRESENCE OF ABSENCE OF ERRORS, WHETHER OR NOT DISCOVERABLE. SOME JURISDICTIONS DO NOT ALLOW THE EXCLUSION OF IMPLIED WARRANTIES, SO SUCH EXCLUSION MAY NOT APPLY TO YOU.</p>
-<p><strong>6. Limitation on Liability.</strong> EXCEPT TO THE EXTENT REQUIRED BY APPLICABLE LAW, IN NO EVENT WILL LICENSOR BE LIABLE TO YOU ON ANY LEGAL THEORY FOR ANY SPECIAL, INCIDENTAL, CONSEQUENTIAL, PUNITIVE OR EXEMPLARY DAMAGES ARISING OUT OF THIS LICENSE OR THE USE OF THE WORK, EVEN IF LICENSOR HAS BEEN ADVISED OF THE POSSIBILITY OF SUCH DAMAGES. </p>
-<p><strong>7. Termination</strong> </p>
-<ol type="a">
-<li>
-This License and the rights granted hereunder will terminate automatically upon any breach by You of the terms of this License. Individuals or entities who have received Derivative Works or Collective Works from You under this License, however, will not have their licenses terminated provided such individuals or entities remain in full compliance with those licenses. Sections 1, 2, 5, 6, 7, and 8 will survive any termination of this License.
-</li>
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-Subject to the above terms and conditions, the license granted here is perpetual (for the duration of the applicable copyright in the Work). Notwithstanding the above, Licensor reserves the right to release the Work under different license terms or to stop distributing the Work at any time; provided, however that any such election will not serve to withdraw this License (or any other license that has been, or is required to be, granted under the terms of this License), and this License will continue in full force and effect unless terminated as stated above.
-</li>
-</ol>
-<p><strong>8. Miscellaneous</strong> </p>
-<ol type="a">
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-Each time You distribute or publicly digitally perform the Work or a Collective Work, the Licensor offers to the recipient a license to the Work on the same terms and conditions as the license granted to You under this License.
-</li>
-<li>
-Each time You distribute or publicly digitally perform a Derivative Work, Licensor offers to the recipient a license to the original Work on the same terms and conditions as the license granted to You under this License.
-</li>
-<li>
-If any provision of this License is invalid or unenforceable under applicable law, it shall not affect the validity or enforceability of the remainder of the terms of this License, and without further action by the parties to this agreement, such provision shall be reformed to the minimum extent necessary to make such provision valid and enforceable.
-</li>
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-No term or provision of this License shall be deemed waived and no breach consented to unless such waiver or consent shall be in writing and signed by the party to be charged with such waiver or consent.
-</li>
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-This License constitutes the entire agreement between the parties with respect to the Work licensed here. There are no understandings, agreements or representations with respect to the Work not specified here. Licensor shall not be bound by any additional provisions that may appear in any communication from You. This License may not be modified without the mutual written agreement of the Licensor and You.
-</li>
-</ol>
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-<div class="fineprint">
-<p>Creative Commons is not a party to this License, and makes no warranty whatsoever in connection with the Work. Creative Commons will not be liable to You or any party on any legal theory for any damages whatsoever, including without limitation any general, special, incidental or consequential damages arising in connection to this license. Notwithstanding the foregoing two (2) sentences, if Creative Commons has expressly identified itself as the Licensor hereunder, it shall have all rights and obligations of Licensor. </p>
-<p>Except for the limited purpose of indicating to the public that the Work is licensed under the CCPL, neither party will use the trademark "Creative Commons" or any related trademark or logo of Creative Commons without the prior written consent of Creative Commons. Any permitted use will be in compliance with Creative Commons' then-current trademark usage guidelines, as may be published on its website or otherwise made available upon request from time to time.</p>
-<p>Creative Commons may be contacted at <a href="https://creativecommons.org/">https://creativecommons.org/</a>.</p>
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diff --git a/assets/image_classification/cc-by-sa-2.5.html b/assets/image_classification/cc-by-sa-2.5.html
deleted file mode 100644
index 0593a97..0000000
--- a/assets/image_classification/cc-by-sa-2.5.html
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@@ -1,130 +0,0 @@
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-CREATIVE COMMONS CORPORATION IS NOT A LAW FIRM AND DOES NOT PROVIDE LEGAL
-SERVICES. DISTRIBUTION OF THIS LICENSE DOES NOT CREATE AN
-ATTORNEY-CLIENT RELATIONSHIP. CREATIVE COMMONS PROVIDES THIS INFORMATION ON
-AN "AS-IS" BASIS. CREATIVE COMMONS MAKES NO WARRANTIES REGARDING THE
-INFORMATION PROVIDED, AND DISCLAIMS LIABILITY FOR DAMAGES RESULTING FROM
-ITS USE.</div>
-<p><em>License</em> </p>
-<p>THE WORK (AS DEFINED BELOW) IS PROVIDED UNDER THE TERMS OF THIS CREATIVE COMMONS PUBLIC LICENSE ("CCPL" OR "LICENSE"). THE WORK IS PROTECTED BY COPYRIGHT AND/OR OTHER APPLICABLE LAW. ANY USE OF THE WORK OTHER THAN AS AUTHORIZED UNDER THIS LICENSE OR COPYRIGHT LAW IS PROHIBITED. </p>
-<p>BY EXERCISING ANY RIGHTS TO THE WORK PROVIDED HERE, YOU ACCEPT AND AGREE TO BE BOUND BY THE TERMS OF THIS LICENSE. THE LICENSOR GRANTS YOU THE RIGHTS CONTAINED HERE IN CONSIDERATION OF YOUR ACCEPTANCE OF SUCH TERMS AND CONDITIONS. </p>
-<p><strong>1. Definitions</strong> </p>
-<ol type="a">
-<li>
-<strong>"Collective Work"</strong> means a work, such as a periodical issue, anthology or encyclopedia, in which the Work in its entirety in unmodified form, along with a number of other contributions, constituting separate and independent works in themselves, are assembled into a collective whole. A work that constitutes a Collective Work will not be considered a Derivative Work (as defined below) for the purposes of this License.
-</li>
-<li>
-<strong>"Derivative Work"</strong> means a work based upon the Work or upon the Work and other pre-existing works, such as a translation, musical arrangement, dramatization, fictionalization, motion picture version, sound recording, art reproduction, abridgment, condensation, or any other form in which the Work may be recast, transformed, or adapted, except that a work that constitutes a Collective Work will not be considered a Derivative Work for the purpose of this License. For the avoidance of doubt, where the Work is a musical composition or sound recording, the synchronization of the Work in timed-relation with a moving image ("synching") will be considered a Derivative Work for the purpose of this License.
-</li>
-<li>
-<strong>"Licensor"</strong> means the individual or entity that offers the Work under the terms of this License.
-</li>
-<li>
-<strong>"Original Author"</strong> means the individual or entity who created the Work.
-</li>
-<li>
-<strong>"Work"</strong> means the copyrightable work of authorship offered under the terms of this License.
-</li>
-<li>
-<strong>"You"</strong> means an individual or entity exercising rights under this License who has not previously violated the terms of this License with respect to the Work, or who has received express permission from the Licensor to exercise rights under this License despite a previous violation.
-</li>
-<li><strong>"License Elements"</strong> means the following high-level license attributes as selected by Licensor and indicated in the title of this License: Attribution, ShareAlike.</li></ol>
-<p><strong>2. Fair Use Rights.</strong> Nothing in this license is intended to reduce, limit, or restrict any rights arising from fair use, first sale or other limitations on the exclusive rights of the copyright owner under copyright law or other applicable laws. </p>
-<p><strong>3. License Grant.</strong> Subject to the terms and conditions of this License, Licensor hereby grants You a worldwide, royalty-free, non-exclusive, perpetual (for the duration of the applicable copyright) license to exercise the rights in the Work as stated below: </p>
-<ol type="a">
-<li>
-to reproduce the Work, to incorporate the Work into one or more Collective Works, and to reproduce the Work as incorporated in the Collective Works;
-</li>
-<li>
-to create and reproduce Derivative Works;
-</li>
-<li>
-to distribute copies or phonorecords of, display publicly, perform publicly, and perform publicly by means of a digital audio transmission the Work including as incorporated in Collective Works;
-</li>
-<li>
-to distribute copies or phonorecords of, display publicly, perform publicly, and perform publicly by means of a digital audio transmission Derivative Works.
-</li>
-<li><p>For the avoidance of doubt, where the work is a musical composition:</p>
-<ol type="i">
-<li><strong>Performance Royalties Under Blanket Licenses</strong>. Licensor waives the exclusive right to collect, whether individually or via a performance rights society (e.g. ASCAP, BMI, SESAC), royalties for the public performance or public digital performance (e.g. webcast) of the Work.</li>
-<li><strong>Mechanical Rights and Statutory Royalties</strong>. Licensor waives the exclusive right to collect, whether individually or via a music rights society or designated agent (e.g. Harry Fox Agency), royalties for any phonorecord You create from the Work ("cover version") and distribute, subject to the compulsory license created by 17 USC Section 115 of the US Copyright Act (or the equivalent in other jurisdictions).
-</li>
-</ol>
-</li>
-<li><strong>Webcasting Rights and Statutory Royalties</strong>. For the avoidance of doubt, where the Work is a sound recording, Licensor waives the exclusive right to collect, whether individually or via a performance-rights society (e.g. SoundExchange), royalties for the public digital performance (e.g. webcast) of the Work, subject to the compulsory license created by 17 USC Section 114 of the US Copyright Act (or the equivalent in other jurisdictions).</li>
-</ol>
-<p>The above rights may be exercised in all media and formats whether now known or hereafter devised. The above rights include the right to make such modifications as are technically necessary to exercise the rights in other media and formats. All rights not expressly granted by Licensor are hereby reserved.</p>
-<p><strong>4. Restrictions.</strong>The license granted in Section 3 above is expressly made subject to and limited by the following restrictions: </p>
-<ol type="a">
-<li>
-You may distribute, publicly display, publicly perform, or publicly digitally perform the Work only under the terms of this License, and You must include a copy of, or the Uniform Resource Identifier for, this License with every copy or phonorecord of the Work You distribute, publicly display, publicly perform, or publicly digitally perform. You may not offer or impose any terms on the Work that alter or restrict the terms of this License or the recipients' exercise of the rights granted hereunder. You may not sublicense the Work. You must keep intact all notices that refer to this License and to the disclaimer of warranties. You may not distribute, publicly display, publicly perform, or publicly digitally perform the Work with any technological measures that control access or use of the Work in a manner inconsistent with the terms of this License Agreement. The above applies to the Work as incorporated in a Collective Work, but this does not require the Collective Work apart from the Work itself to be made subject to the terms of this License. If You create a Collective Work, upon notice from any Licensor You must, to the extent practicable, remove from the Collective Work any credit as required by clause 4(c), as requested. If You create a Derivative Work, upon notice from any Licensor You must, to the extent practicable, remove from the Derivative Work any credit as required by clause 4(c), as requested.
-</li>
-<li>
-You may distribute, publicly display, publicly perform, or publicly digitally perform a Derivative Work only under the terms of this License, a later version of this License with the same License Elements as this License, or a Creative Commons iCommons license that contains the same License Elements as this License (e.g. Attribution-ShareAlike 2.5 Japan). You must include a copy of, or the Uniform Resource Identifier for, this License or other license specified in the previous sentence with every copy or phonorecord of each Derivative Work You distribute, publicly display, publicly perform, or publicly digitally perform. You may not offer or impose any terms on the Derivative Works that alter or restrict the terms of this License or the recipients' exercise of the rights granted hereunder, and You must keep intact all notices that refer to this License and to the disclaimer of warranties. You may not distribute, publicly display, publicly perform, or publicly digitally perform the Derivative Work with any technological measures that control access or use of the Work in a manner inconsistent with the terms of this License Agreement. The above applies to the Derivative Work as incorporated in a Collective Work, but this does not require the Collective Work apart from the Derivative Work itself to be made subject to the terms of this License.
-</li>
-<li>
-If you distribute, publicly display, publicly perform, or publicly digitally perform the Work or any Derivative Works or Collective Works, You must keep intact all copyright notices for the Work and provide, reasonable to the medium or means You are utilizing: (i) the name of the Original Author (or pseudonym, if applicable) if supplied, and/or (ii) if the Original Author and/or Licensor designate another party or parties (e.g. a sponsor institute, publishing entity, journal) for attribution in Licensor's copyright notice, terms of service or by other reasonable means, the name of such party or parties; the title of the Work if supplied; to the extent reasonably practicable, the Uniform Resource Identifier, if any, that Licensor specifies to be associated with the Work, unless such URI does not refer to the copyright notice or licensing information for the Work; and in the case of a Derivative Work, a credit identifying the use of the Work in the Derivative Work (e.g., "French translation of the Work by Original Author," or "Screenplay based on original Work by Original Author"). Such credit may be implemented in any reasonable manner; provided, however, that in the case of a Derivative Work or Collective Work, at a minimum such credit will appear where any other comparable authorship credit appears and in a manner at least as prominent as such other comparable authorship credit.
-</li>
-</ol>
-<p><strong>5. Representations, Warranties and Disclaimer</strong></p>
-<p>UNLESS OTHERWISE AGREED TO BY THE PARTIES IN WRITING, LICENSOR OFFERS THE WORK AS-IS AND MAKES NO REPRESENTATIONS OR WARRANTIES OF ANY KIND CONCERNING THE MATERIALS, EXPRESS, IMPLIED, STATUTORY OR OTHERWISE, INCLUDING, WITHOUT LIMITATION, WARRANTIES OF TITLE, MERCHANTIBILITY, FITNESS FOR A PARTICULAR PURPOSE, NONINFRINGEMENT, OR THE ABSENCE OF LATENT OR OTHER DEFECTS, ACCURACY, OR THE PRESENCE OF ABSENCE OF ERRORS, WHETHER OR NOT DISCOVERABLE. SOME JURISDICTIONS DO NOT ALLOW THE EXCLUSION OF IMPLIED WARRANTIES, SO SUCH EXCLUSION MAY NOT APPLY TO YOU.</p>
-<p><strong>6. Limitation on Liability.</strong> EXCEPT TO THE EXTENT REQUIRED BY APPLICABLE LAW, IN NO EVENT WILL LICENSOR BE LIABLE TO YOU ON ANY LEGAL THEORY FOR ANY SPECIAL, INCIDENTAL, CONSEQUENTIAL, PUNITIVE OR EXEMPLARY DAMAGES ARISING OUT OF THIS LICENSE OR THE USE OF THE WORK, EVEN IF LICENSOR HAS BEEN ADVISED OF THE POSSIBILITY OF SUCH DAMAGES. </p>
-<p><strong>7. Termination</strong> </p>
-<ol type="a">
-<li>
-This License and the rights granted hereunder will terminate automatically upon any breach by You of the terms of this License. Individuals or entities who have received Derivative Works or Collective Works from You under this License, however, will not have their licenses terminated provided such individuals or entities remain in full compliance with those licenses. Sections 1, 2, 5, 6, 7, and 8 will survive any termination of this License.
-</li>
-<li>
-Subject to the above terms and conditions, the license granted here is perpetual (for the duration of the applicable copyright in the Work). Notwithstanding the above, Licensor reserves the right to release the Work under different license terms or to stop distributing the Work at any time; provided, however that any such election will not serve to withdraw this License (or any other license that has been, or is required to be, granted under the terms of this License), and this License will continue in full force and effect unless terminated as stated above.
-</li>
-</ol>
-<p><strong>8. Miscellaneous</strong> </p>
-<ol type="a">
-<li>
-Each time You distribute or publicly digitally perform the Work or a Collective Work, the Licensor offers to the recipient a license to the Work on the same terms and conditions as the license granted to You under this License.
-</li>
-<li>
-Each time You distribute or publicly digitally perform a Derivative Work, Licensor offers to the recipient a license to the original Work on the same terms and conditions as the license granted to You under this License.
-</li>
-<li>
-If any provision of this License is invalid or unenforceable under applicable law, it shall not affect the validity or enforceability of the remainder of the terms of this License, and without further action by the parties to this agreement, such provision shall be reformed to the minimum extent necessary to make such provision valid and enforceable.
-</li>
-<li>
-No term or provision of this License shall be deemed waived and no breach consented to unless such waiver or consent shall be in writing and signed by the party to be charged with such waiver or consent.
-</li>
-<li>
-This License constitutes the entire agreement between the parties with respect to the Work licensed here. There are no understandings, agreements or representations with respect to the Work not specified here. Licensor shall not be bound by any additional provisions that may appear in any communication from You. This License may not be modified without the mutual written agreement of the Licensor and You.
-</li>
-</ol>
-
-<div class="fineprint">
-<p>Creative Commons is not a party to this License, and makes no warranty whatsoever in connection with the Work. Creative Commons will not be liable to You or any party on any legal theory for any damages whatsoever, including without limitation any general, special, incidental or consequential damages arising in connection to this license. Notwithstanding the foregoing two (2) sentences, if Creative Commons has expressly identified itself as the Licensor hereunder, it shall have all rights and obligations of Licensor. </p>
-<p>Except for the limited purpose of indicating to the public that the Work is licensed under the CCPL, neither party will use the trademark "Creative Commons" or any related trademark or logo of Creative Commons without the prior written consent of Creative Commons. Any permitted use will be in compliance with Creative Commons' then-current trademark usage guidelines, as may be published on its website or otherwise made available upon request from time to time.</p>
-<p>Creative Commons may be contacted at <a href="https://creativecommons.org/">https://creativecommons.org/</a>.</p>
-</div>
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diff --git a/assets/image_classification/cc-by-sa-3.0.txt b/assets/image_classification/cc-by-sa-3.0.txt
deleted file mode 100644
index 604209a..0000000
--- a/assets/image_classification/cc-by-sa-3.0.txt
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@@ -1,359 +0,0 @@
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diff --git a/assets/image_classification/cc-by-sa-4.0.txt b/assets/image_classification/cc-by-sa-4.0.txt
deleted file mode 100644
index fe8dbc5..0000000
--- a/assets/image_classification/cc-by-sa-4.0.txt
+++ /dev/null
@@ -1,428 +0,0 @@
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- IN PART, THIS LIMITATION MAY NOT APPLY TO YOU.
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- c. The disclaimer of warranties and limitation of liability provided
- above shall be interpreted in a manner that, to the extent
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- it is cured within 30 days of Your discovery of the
- violation; or
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- right the Licensor may have to seek remedies for Your violations
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- c. For the avoidance of doubt, the Licensor may also offer the
- Licensed Material under separate terms or conditions or stop
- distributing the Licensed Material at any time; however, doing so
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- d. Sections 1, 5, 6, 7, and 8 survive termination of this Public
- License.
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-Section 7 -- Other Terms and Conditions.
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- terms or conditions communicated by You unless expressly agreed.
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- b. Any arrangements, understandings, or agreements regarding the
- Licensed Material not stated herein are separate from and
- independent of the terms and conditions of this Public License.
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-Section 8 -- Interpretation.
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- a. For the avoidance of doubt, this Public License does not, and
- shall not be interpreted to, reduce, limit, restrict, or impose
- conditions on any use of the Licensed Material that could lawfully
- be made without permission under this Public License.
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- b. To the extent possible, if any provision of this Public License is
- deemed unenforceable, it shall be automatically reformed to the
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- cannot be reformed, it shall be severed from this Public License
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- failure to comply consented to unless expressly agreed to by the
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- d. Nothing in this Public License constitutes or may be interpreted
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diff --git a/assets/image_classification/ground_truth_labels.txt b/assets/image_classification/ground_truth_labels.txt
index f5a1740..6971db5 100644
--- a/assets/image_classification/ground_truth_labels.txt
+++ b/assets/image_classification/ground_truth_labels.txt
@@ -1,80 +1,1490 @@
-green mamba
+keeshond
+golden retriever
+rottweiler
+arctic fox
+triumphal arch
+marmot
+minibus
+menu
+saluki
+ostrich
+minibus
+grocery store
+great white shark
+airliner
+great white shark
+fox squirrel
+bee eater
+wolf spider
+orange
+sock
+toilet seat
+groom
+weevil
+cowboy boot
+greater swiss mountain dog
+fiddler crab
+geyser
+trolleybus
+standard poodle
+guacamole
+orangutan
+labrador retriever
+jersey
+affenpinscher
+leopard
+otter
+parachute
+cliff
+strawberry
+koala
+water buffalo
+macaque
+water buffalo
+radio
+hamper
+boxer
+yellow lady's slipper
+buckle
+window screen
+loudspeaker
+container ship
+projector
+great grey owl
+redshank
+sandal
+tiger shark
+miniskirt
+quilt
+black swan
+tennis ball
+breakwater
+seat belt
+cheetah
+spiny lobster
+burrito
+standard poodle
+bullet train
+mailbox
+bell pepper
+daisy
+beaver
+irish wolfhound
+wood rabbit
+corn
+bookcase
+boxer
+ski
+clog
+mountain bike
+ant
+cheeseburger
+flat-coated retriever
+border terrier
+papillon
+loudspeaker
+brass
+sunglasses
+chest
+military uniform
+baboon
+magpie
+dalmatian
+rapeseed
+stone wall
+bald eagle
+french bulldog
+american alligator
+computer keyboard
potter's wheel
-green snake
-black grouse
-white wolf
-indri
-barbershop
-washbasin
-plane
-pelican
-sax
+cowboy hat
+jellyfish
+sundial
+flamingo
+magpie
+king crab
+great pyrenees
+dough
+irish wolfhound
+sea lion
+limousine
+saluki
+starfish
+mortarboard
+space shuttle
+harmonica
+sidewinder
+candle
+horizontal bar
+marimba
+fountain
+tarantula
+tripod
+african grey
+king penguin
+sea urchin
+lotion
+hognose snake
+toaster
+american alligator
+shopping cart
+sea urchin
+perfume
+rugby ball
+mink
+desk
+hot pot
+arctic fox
+maillot
+balloon
+american black bear
+cougar
+reflex camera
+trolleybus
+quilt
+tennis ball
+spiny lobster
+military uniform
+irish terrier
+desktop computer
+parking meter
+trifle
+missile
+siberian husky
+velvet
+breakwater
+ambulance
+australian terrier
+football helmet
+microphone
+echidna
+stingray
+lorikeet
+parachute
+gibbon
+minivan
+bathtub
+gazelle
+sombrero
+acoustic guitar
+binoculars
+jaguar
+maillot
+crayfish
+pole
+hartebeest
+monastery
+indigo bunting
+mortarboard
+hare
+garter snake
+arabian camel
+torch
+desktop computer
+border terrier
+castle
+mouse
+tiger
+scorpion
+ice cream
+megalith
+bittern
+rhodesian ridgeback
+junco
+great grey owl
+fountain pen
+chickadee
+chesapeake bay retriever
fly
-punching bag
-dumbbell
-burrito
+gazelle
+plate
+sea anemone
+greenhouse
+pretzel
+afghan hound
+sweatshirt
+otter
+projector
+pretzel
+iron
+restaurant
+vase
+plastic bag
+bikini
+grille
+missile
+albatross
+moped
+red fox
+tripod
+golf ball
+goose
+stethoscope
+dungeness crab
+cliff dwelling
+school bus
+leafhopper
+brown bear
+canoe
+castle
+italian greyhound
+carton
carbonara
+ox
+king penguin
+microphone
+brass
+coyote
+schipperke
+mortarboard
+welsh springer spaniel
+warthog
+refrigerator
+sports car
+shetland sheepdog
+conch
+manhole cover
+tibetan terrier
+ice cream
+electric guitar
+throne
+volleyball
+screen
+snowmobile
+tibetan terrier
+gazelle
+cardigan
+harmonica
+wall clock
+vending machine
+lionfish
+banjo
+window screen
+cauliflower
+ruffed grouse
+water tower
+knot
+snail
+trolleybus
+honeycomb
+cliff dwelling
+traffic light
+mushroom
+ibizan hound
+english setter
+jackfruit
+lotion
+chest
+orange
+slug
+ram
+spatula
+scottish deerhound
+sulphur-crested cockatoo
+refrigerator
+marmoset
+chihuahua
+water tower
+little blue heron
+tiger
+assault rifle
+dragonfly
+apiary
+accordion
+tractor
+anemone fish
+bernese mountain dog
+leaf beetle
+dalmatian
+paddle
+chiffonier
+dingo
+cougar
+tank
+moped
+hummingbird
+goldfish
+porcupine
+bighorn
+triumphal arch
+australian terrier
+lipstick
+ram
+cheetah
+restaurant
+lemon
+ox
+starfish
+shopping cart
+maze
+beer glass
+freight car
+cricket
+mask
+lotion
+dishwasher
+hornbill
+manhole cover
+stretcher
+borzoi
+burrito
+syringe
+tibetan mastiff
+throne
+afghan hound
+comic book
+picket fence
+envelope
+grey fox
+barometer
+red wine
+ladybug
+killer whale
+toy poodle
+zucchini
+collie
+stove
+lycaenid
+indian elephant
+printer
+scoreboard
+convertible
+volleyball
+indri
+padlock
+torch
+whippet
+altar
+cannon
+broccoli
+hamster
+chimpanzee
+banana
+space shuttle
+passenger car
+macaque
+loudspeaker
+german shepherd
+military uniform
+soccer ball
+swing
+mountain bike
+english setter
+jackfruit
+projector
+hornbill
+border collie
+palace
+american black bear
+chesapeake bay retriever
+collie
+vault
+grille
+miniature poodle
+revolver
+sewing machine
+knot
grocery store
-tiger shark
-pinwheel
-coucal
-Granny Smith
-file
+cauliflower
+tibetan terrier
+conch
+vault
+barbell
+dungeness crab
+hognose snake
+schooner
+american staffordshire terrier
+patio
+stone wall
+hippopotamus
+komondor
+artichoke
+stethoscope
+monastery
+red-backed sandpiper
+frying pan
+soap dispenser
+clog
+borzoi
+scale
+wallet
+ladybug
+tibetan mastiff
+catamaran
+safe
+photocopier
+kimono
+padlock
+garter snake
+strawberry
+freight car
+face powder
+bonnet
+cradle
+paddle
+laptop
+pomeranian
+cucumber
+snowplow
+guinea pig
+plate
+iron
+cup
+wardrobe
+stone wall
+dock
+clog
+vizsla
+wing
+ice cream
+bullet train
+kite
+stupa
+vending machine
+perfume
+siberian husky
+arabian camel
+mask
+velvet
+harp
+bakery
+go-kart
crutch
-bluetick
-partridge
-ice lolly
+paper towel
+school bus
+spider monkey
+brassiere
+library
+leopard
+wine bottle
+missile
+dough
+stage
+accordion
+gown
+carbonara
+bald eagle
+balloon
+cheeseburger
+weimaraner
tractor
-cash machine
-dial telephone
-Old English sheepdog
-West Highland white terrier
-meerkat
+yorkshire terrier
+house finch
+suit
+rapeseed
+carousel
+ruffed grouse
+fiddler crab
+acoustic guitar
+sussex spaniel
+red fox
+ground beetle
+harp
+cicada
+ladybug
+pug
+container ship
+samoyed
+picket fence
+bell pepper
+toaster
+dock
+flat-coated retriever
+stupa
+wooden spoon
+prayer rug
+ipod
+spider web
+wig
+desktop computer
+parachute
+greater swiss mountain dog
+leaf beetle
+kite
+pizza
+lion
+baseball
+jack-o'-lantern
+italian greyhound
+wok
+orange
+sea slug
+pillow
+traffic light
+otterhound
+guinea pig
+bison
+bullet train
+unicycle
+impala
+desk
+barn
+llama
+gibbon
+scabbard
+tank
+langur
+cucumber
+komodo dragon
+wombat
+soccer ball
+pitcher
+running shoe
+red wolf
+border collie
+gondola
+jeep
+wok
+crane
+bouvier des flandres
+hummingbird
+yellow lady's slipper
+affenpinscher
+cicada
+snail
+wood rabbit
+oystercatcher
+dung beetle
+grocery store
+mixing bowl
+house finch
+labrador retriever
+dock
+bikini
+refrigerator
+beagle
+badger
+beaver
+irish terrier
+maze
+mailbox
+ambulance
+oscilloscope
+trombone
+totem pole
+marmot
+pomeranian
+spoonbill
+dung beetle
+radio telescope
+red-backed sandpiper
+container ship
+wok
+dishwasher
+stove
+skunk
+barbell
+street sign
+canoe
+jaguar
+dumbbell
+mantis
+trilobite
+brassiere
+hare
+redshank
+apiary
+samoyed
+lipstick
+frying pan
+miniature pinscher
+trailer truck
+pomegranate
+promontory
+lakeland terrier
+rugby ball
+microphone
+acorn
+necklace
+speedboat
+king crab
+plastic bag
+chesapeake bay retriever
+buckle
+umbrella
+cup
+banana
+trench coat
+altar
+norwich terrier
+dumbbell
+scabbard
+envelope
+diaper
+irish setter
+dam
+white stork
+bee eater
+comic book
+speedboat
+nail
+jersey
+labrador retriever
+wool
+scorpion
+confectionery
+pillow
+american staffordshire terrier
+spider monkey
+orangutan
+sewing machine
+window screen
+face powder
+pizza
+espresso
+baseball
+jeep
+cabbage butterfly
+fiddler crab
+corn
+spoonbill
+lemon
+bagel
+ibizan hound
+chime
+gondola
+hourglass
+ski
+cheeseburger
+honeycomb
+bee
+spatula
+barrel
+langur
+llama
+cucumber
+water tower
+orangutan
+organ
+desk
+granny smith
+quilt
+bittern
+horizontal bar
+wolf spider
+television
+tennis ball
+groom
+shopping cart
+lorikeet
+tricycle
+assault rifle
+prairie chicken
+torch
+beagle
+wine bottle
+rhodesian ridgeback
+artichoke
+pier
+box turtle
+paddle
+plastic bag
+baboon
+wallaby
+stupa
+hay
+polecat
+centipede
+chickadee
+television
+cowboy boot
+sweatshirt
+stage
+banjo
+sussex spaniel
+yorkshire terrier
+leopard
+american lobster
+sea slug
+agama
+australian terrier
+wallet
+pitcher
+lionfish
+geyser
+bouvier des flandres
+speedboat
+gorilla
+yorkshire terrier
+agama
+rottweiler
+miniature poodle
+geyser
+hyena
+stingray
+leafhopper
+sock
+water buffalo
+magpie
+cowboy boot
+traffic light
+beaker
+submarine
+spiny lobster
+nail
+american black bear
+anemone fish
+wig
+harp
+violin
+afghan hound
+radio telescope
+arctic fox
+obelisk
+radio
+apiary
+school bus
+spider monkey
+lionfish
+daisy
+albatross
+dragonfly
+junco
+pineapple
+mosque
+balance beam
+crayfish
+obelisk
+flamingo
+mosquito net
+face powder
+television
+house finch
+isopod
+sewing machine
+submarine
+corn
+otter
+passenger car
+beer bottle
+limousine
+trailer truck
+koala
+espresso
+mosque
+guacamole
+beaver
+mixing bowl
+echidna
+maze
+goose
+computer keyboard
+cabbage butterfly
+norwegian elkhound
+chimpanzee
+shetland sheepdog
+laptop
+baseball
+weevil
+lorikeet
+king crab
+hippopotamus
+boa constrictor
+weimaraner
+bagel
+monarch
+chain
+teapot
+snowmobile
+cardigan
+vending machine
+great grey owl
+hare
+marimba
+mosquito net
+sea anemone
+prison
+dungeness crab
+obelisk
+greenhouse
+triumphal arch
+king penguin
+wombat
+stage
+pretzel
+affenpinscher
+scoreboard
+poncho
+ski
+golden retriever
+revolver
+italian greyhound
+snow leopard
+jack-o'-lantern
+necklace
+kite
+prison
+leaf beetle
+boxer
+grey whale
+ibizan hound
golf ball
-velvet
-Old English sheepdog
+miniature schnauzer
+stove
+crane
+punching bag
+hyena
+electric locomotive
+football helmet
+miniskirt
digital clock
-seat belt
-car wheel
-crossword puzzle
-rule
-terrapin
-pencil box
-notebook
+macaw
+unicycle
+minibus
+american lobster
+jack-o'-lantern
+gordon setter
+sea slug
+fly
+beer glass
+bee
+whippet
+street sign
+great dane
+parking meter
+volleyball
+three-toed sloth
+english setter
+lampshade
+frying pan
+white stork
+wood rabbit
+studio couch
+suspension bridge
+sidewinder
+backpack
+mantis
+crane
+broccoli
+potter's wheel
+brambling
+hippopotamus
+baboon
+boathouse
+running shoe
+remote control
+hamper
+binoculars
+snail
+miniature schnauzer
+barrel
+mouse
+mosquito net
+fireboat
+dugong
+pitcher
+bonnet
+studio couch
+american alligator
+spatula
+chain
+border collie
+megalith
+pineapple
+gown
+odometer
+macaw
+diaper
+boa constrictor
+flat-coated retriever
church
dam
-organ
-lakeside
-spatula
+beaker
+squirrel monkey
+rugby ball
+electric guitar
+racket
+lynx
+coyote
+limousine
+saluki
+fountain
+komodo dragon
+papillon
+granny smith
+gown
+stretcher
+balloon
broccoli
+impala
+meerkat
+leafhopper
+tarantula
+swing
+toaster
+totem pole
candle
-trailer truck
-water tower
+langur
+little blue heron
+weimaraner
+barometer
+library
+bighorn
+black swan
+cricket
+strawberry
+brown bear
+espresso
+minivan
+racket
+miniature pinscher
+soccer ball
+photocopier
+odometer
+joystick
+carousel
+weasel
+bakery
+porcupine
+reflex camera
+chiffonier
+mink
+stingray
+fountain pen
+french bulldog
+sunglasses
+west highland white terrier
+guinea pig
+killer whale
+laptop
+cliff
+ringlet
+basenji
+bookcase
+honeycomb
+macaw
+airship
+balance beam
+lipstick
+mushroom
+mailbox
+miniature pinscher
+bouvier des flandres
+hourglass
+hay
+wolf spider
+trombone
+zebra
+binoculars
+toy poodle
+airliner
+paper towel
+norwegian elkhound
+canoe
trifle
-sidewinder
-Dandie Dinmont
-basset
+marmot
+radio telescope
+running shoe
+koala
+jay
+reflex camera
+accordion
+padlock
+schooner
+trifle
+dung beetle
+bagel
+papillon
+trailer truck
+groenendael
+tractor
+backpack
+siberian husky
+mashed potato
+cowboy hat
+hamster
+snowplow
+american lobster
+great pyrenees
+norfolk terrier
+wardrobe
+english foxhound
+zebra
+electric locomotive
+badger
+skunk
+coyote
+schooner
+rottweiler
+boa constrictor
+indian elephant
+ground beetle
+golden retriever
+vault
+scabbard
+iron
+agama
+mink
+fly
+spider web
+starfish
+west highland white terrier
+barn
+library
+french bulldog
+tripod
+slug
+go-kart
+tricycle
+mantis
+menu
+promontory
+snowplow
+lion
+conch
+pelican
+scoreboard
+monastery
+wallaby
+bighorn
+syringe
+picket fence
wool
-corn
-gazelle
-volleyball
-ice bear
-tennis ball
-streetcar
-yurt
-lemon
-hyena
-liner
-cloak
+marimba
+standard poodle
+ostrich
+ostrich
+welsh springer spaniel
+bloodhound
+redshank
+stethoscope
+red wine
+football helmet
+chihuahua
+freight car
+lakeland terrier
+monarch
+sea lion
+guacamole
+suspension bridge
+english foxhound
+cradle
kimono
+zebra
+pomeranian
+carbonara
+go-kart
+bathtub
+volcano
+rifle
+sunglasses
+sea anemone
+miniskirt
+junco
+sulphur-crested cockatoo
+slug
+fountain
+lynx
+pillow
+newfoundland
+great white shark
+remote control
+spoonbill
+cannon
+wombat
+wallet
+daisy
+weasel
+banana
+greater swiss mountain dog
+remote control
+breakwater
+ruffed grouse
+perfume
+german shepherd
+bernese mountain dog
+lemon
+dumbbell
+fountain pen
+megalith
+oboe
+viaduct
+marmoset
+toucan
+restaurant
+suit
+trombone
+ant
+gorilla
miniature poodle
+pomegranate
+keeshond
+sandal
+rhinoceros beetle
+vulture
+amphibian
+hartebeest
+racket
+kimono
+crutch
+brambling
+seat belt
+airliner
+cliff
+mixing bowl
+shetland sheepdog
+sea urchin
+samoyed
+box turtle
+fox squirrel
+vase
+african grey
+irish wolfhound
+burrito
+cabbage butterfly
+ox
+palace
+brown bear
+zucchini
+punching bag
+jaguar
+sombrero
+indigo bunting
+pizza
+marmoset
+red-backed sandpiper
+bakery
+grille
+chimpanzee
+mosque
+unicycle
+pole
+artichoke
+necklace
+jay
+cliff dwelling
+umbrella
+hot pot
+carton
+radio
+black swan
+sombrero
+german shepherd
+minivan
+palace
+lynx
+chime
+scale
+beer glass
+schipperke
+digital clock
+norfolk terrier
+squirrel monkey
+organ
+cello
+screen
+pomegranate
+bernese mountain dog
+stretcher
+greenhouse
+newfoundland
+spider web
+airship
+mountain bike
+catamaran
+lycaenid
+dingo
+hot pot
+boathouse
+ambulance
+wardrobe
dam
-diaper
-cassette player
-crane
+wooden spoon
+submarine
+patio
+weevil
+pug
+cowboy hat
+ringlet
+goose
+barn
+red wine
+confectionery
+beer bottle
+ipod
+envelope
+great dane
+gibbon
+moped
+cello
+sports car
+catamaran
+weasel
+bathtub
+schipperke
+groenendael
+irish water spaniel
+macaque
+hartebeest
+basenji
+bee
+beagle
+potter's wheel
+rhinoceros beetle
+electric locomotive
+church
+scottish deerhound
+scale
+paper towel
+chihuahua
+teapot
+snowmobile
+bell pepper
+toucan
+yellow lady's slipper
+barbell
+bikini
+ladle
+backpack
+norwegian elkhound
+irish setter
+knot
+warthog
+polecat
+viaduct
+brass
+hognose snake
+sea lion
+irish terrier
+irish water spaniel
+bloodhound
+pug
+fireboat
+garter snake
+little blue heron
+toilet seat
+hamper
+llama
+sandal
+tank
+lakeland terrier
+skunk
+porcupine
+jeep
+sundial
+fireboat
+oystercatcher
+barometer
+computer keyboard
+oboe
+arabian camel
+swing
+rapeseed
+aircraft carrier
+cannon
+pineapple
+otterhound
+kit fox
+valley
+altar
+chiffonier
+jay
+meerkat
+sports car
+bookcase
+mashed potato
+odometer
+digital clock
+cello
+bow
+granny smith
+totem pole
+centipede
+volcano
+tricycle
+isopod
+hyena
+church
+vizsla
+ram
+pelican
+wallaby
+wing
+yurt
+jellyfish
syringe
-joystick
-maypole
+violin
+golf ball
+dalmatian
+hornbill
+scorpion
+lampshade
+pier
+acoustic guitar
+cicada
+chest
+space shuttle
+echidna
+lawn mower
+hummingbird
+sweatshirt
+brambling
+manhole cover
+mouse
+cardigan
+groom
+wall clock
+comic book
+lion
+wine bottle
+english foxhound
+viaduct
+convertible
+toy poodle
+sidewinder
+printer
+parking meter
+miniature schnauzer
+harmonica
+screen
+impala
+confectionery
+west highland white terrier
+dragonfly
+teapot
+tench
+carton
+passenger car
+oystercatcher
+three-toed sloth
+three-toed sloth
+toilet seat
+valley
+banjo
+revolver
+ipod
+promontory
+menu
+pelican
+grey whale
+ground beetle
+aircraft carrier
+goldfish
+lycaenid
+standard schnauzer
+studio couch
+meerkat
+amphibian
+gorilla
+vase
cauliflower
-bullfrog
-sea urchin
+cup
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+polecat
+prayer rug
+sock
+cougar
+jersey
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+plate
+crayfish
+pole
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+chickadee
+lampshade
+white stork
+chain
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+wig
+tarantula
+hay
+basenji
+rifle
+hamster
+buckle
+mask
+carousel
+vizsla
+great dane
+monarch
+trench coat
+beer bottle
+grey whale
+bittern
+american staffordshire terrier
+wool
+candle
+borzoi
+african grey
+trilobite
+throne
+bison
+photocopier
+tiger
+killer whale
+box turtle
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+brassiere
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+wing
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+albatross
+wall clock
+beaker
+flamingo
+newfoundland
+suspension bridge
+electric guitar
+cricket
+jackfruit
+maillot
+whippet
+prayer rug
+cheetah
+punching bag
+boathouse
+border terrier
+tiger shark
+lawn mower
+welsh springer spaniel
+trilobite
+valley
+suit
+squirrel monkey
+collie
+printer
+komodo dragon
+gondola
+standard schnauzer
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+rhodesian ridgeback
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+dough
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+ant
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+warthog
+castle
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+rifle
+anemone fish
+jellyfish
+volcano
+four-poster
+bison
+oboe
+horizontal bar
+sulphur-crested cockatoo
+amphibian
+umbrella
+fox squirrel
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diff --git a/assets/image_classification/labels.txt b/assets/image_classification/labels.txt
index a7b0651..bd745ae 100644
--- a/assets/image_classification/labels.txt
+++ b/assets/image_classification/labels.txt
@@ -24,7 +24,7 @@ kite
bald eagle
vulture
great grey owl
-European fire salamander
+european fire salamander
common newt
eft
spotted salamander
@@ -39,17 +39,17 @@ terrapin
box turtle
banded gecko
common iguana
-American chameleon
+american chameleon
whiptail
agama
frilled lizard
alligator lizard
-Gila monster
+gila monster
green lizard
-African chameleon
-Komodo dragon
-African crocodile
-American alligator
+african chameleon
+komodo dragon
+african crocodile
+american alligator
triceratops
thunder snake
ringneck snake
@@ -62,7 +62,7 @@ vine snake
night snake
boa constrictor
rock python
-Indian cobra
+indian cobra
green mamba
sea snake
horned viper
@@ -86,7 +86,7 @@ prairie chicken
peacock
quail
partridge
-African grey
+african grey
macaw
sulphur-crested cockatoo
lorikeet
@@ -117,11 +117,11 @@ slug
sea slug
chiton
chambered nautilus
-Dungeness crab
+dungeness crab
rock crab
fiddler crab
king crab
-American lobster
+american lobster
spiny lobster
crayfish
hermit crab
@@ -131,12 +131,12 @@ black stork
spoonbill
flamingo
little blue heron
-American egret
+american egret
bittern
crane
limpkin
-European gallinule
-American coot
+european gallinule
+american coot
bustard
ruddy turnstone
red-backed sandpiper
@@ -150,77 +150,77 @@ grey whale
killer whale
dugong
sea lion
-Chihuahua
-Japanese spaniel
-Maltese dog
-Pekinese
-Shih-Tzu
-Blenheim spaniel
+chihuahua
+japanese spaniel
+maltese dog
+pekinese
+shih-tzu
+blenheim spaniel
papillon
toy terrier
-Rhodesian ridgeback
-Afghan hound
+rhodesian ridgeback
+afghan hound
basset
beagle
bloodhound
bluetick
black-and-tan coonhound
-Walker hound
-English foxhound
+walker hound
+english foxhound
redbone
borzoi
-Irish wolfhound
-Italian greyhound
+irish wolfhound
+italian greyhound
whippet
-Ibizan hound
-Norwegian elkhound
+ibizan hound
+norwegian elkhound
otterhound
-Saluki
-Scottish deerhound
-Weimaraner
-Staffordshire bullterrier
-American Staffordshire terrier
-Bedlington terrier
-Border terrier
-Kerry blue terrier
-Irish terrier
-Norfolk terrier
-Norwich terrier
-Yorkshire terrier
+saluki
+scottish deerhound
+weimaraner
+staffordshire bullterrier
+american staffordshire terrier
+bedlington terrier
+border terrier
+kerry blue terrier
+irish terrier
+norfolk terrier
+norwich terrier
+yorkshire terrier
wire-haired fox terrier
-Lakeland terrier
-Sealyham terrier
-Airedale
+lakeland terrier
+sealyham terrier
+airedale
cairn
-Australian terrier
-Dandie Dinmont
-Boston bull
+australian terrier
+dandie dinmont
+boston bull
miniature schnauzer
giant schnauzer
standard schnauzer
-Scotch terrier
-Tibetan terrier
+scotch terrier
+tibetan terrier
silky terrier
soft-coated wheaten terrier
-West Highland white terrier
-Lhasa
+west highland white terrier
+lhasa
flat-coated retriever
curly-coated retriever
golden retriever
-Labrador retriever
-Chesapeake Bay retriever
-German short-haired pointer
+labrador retriever
+chesapeake bay retriever
+german short-haired pointer
vizsla
-English setter
-Irish setter
-Gordon setter
-Brittany spaniel
+english setter
+irish setter
+gordon setter
+brittany spaniel
clumber
-English springer
-Welsh springer spaniel
+english springer
+welsh springer spaniel
cocker spaniel
-Sussex spaniel
-Irish water spaniel
+sussex spaniel
+irish water spaniel
kuvasz
schipperke
groenendael
@@ -228,63 +228,63 @@ malinois
briard
kelpie
komondor
-Old English sheepdog
-Shetland sheepdog
+old english sheepdog
+shetland sheepdog
collie
-Border collie
-Bouvier des Flandres
-Rottweiler
-German shepherd
-Doberman
+border collie
+bouvier des flandres
+rottweiler
+german shepherd
+doberman
miniature pinscher
-Greater Swiss Mountain dog
-Bernese mountain dog
-Appenzeller
-EntleBucher
+greater swiss mountain dog
+bernese mountain dog
+appenzeller
+entlebucher
boxer
bull mastiff
-Tibetan mastiff
-French bulldog
-Great Dane
-Saint Bernard
-Eskimo dog
+tibetan mastiff
+french bulldog
+great dane
+saint bernard
+eskimo dog
malamute
-Siberian husky
+siberian husky
dalmatian
affenpinscher
basenji
pug
-Leonberg
-Newfoundland
-Great Pyrenees
-Samoyed
-Pomeranian
+leonberg
+newfoundland
+great pyrenees
+samoyed
+pomeranian
chow
keeshond
-Brabancon griffon
-Pembroke
-Cardigan
+brabancon griffon
+pembroke
+cardigan
toy poodle
miniature poodle
standard poodle
-Mexican hairless
+mexican hairless
timber wolf
white wolf
red wolf
coyote
dingo
dhole
-African hunting dog
+african hunting dog
hyena
red fox
kit fox
-Arctic fox
+arctic fox
grey fox
tabby
tiger cat
-Persian cat
-Siamese cat
-Egyptian cat
+persian cat
+siamese cat
+egyptian cat
cougar
lynx
leopard
@@ -294,7 +294,7 @@ lion
tiger
cheetah
brown bear
-American black bear
+american black bear
ice bear
sloth bear
mongoose
@@ -331,7 +331,7 @@ sea urchin
sea cucumber
wood rabbit
hare
-Angora
+angora
hamster
porcupine
fox squirrel
@@ -353,7 +353,7 @@ ibex
hartebeest
impala
gazelle
-Arabian camel
+arabian camel
llama
weasel
mink
@@ -382,10 +382,10 @@ howler monkey
titi
spider monkey
squirrel monkey
-Madagascar cat
+madagascar cat
indri
-Indian elephant
-African elephant
+indian elephant
+african elephant
lesser panda
giant panda
barracouta
@@ -418,7 +418,7 @@ bakery
balance beam
balloon
ballpoint
-Band Aid
+band aid
banjo
bannister
barbell
@@ -484,7 +484,7 @@ cassette
cassette player
castle
catamaran
-CD player
+cd player
cello
cellular telephone
chain
@@ -495,7 +495,7 @@ chest
chiffonier
chime
china cabinet
-Christmas stocking
+christmas stocking
church
cinema
cleaver
@@ -520,7 +520,7 @@ crane
crash helmet
crate
crib
-Crock Pot
+crock pot
croquet ball
crutch
cuirass
@@ -543,7 +543,7 @@ drilling platform
drum
drumstick
dumbbell
-Dutch oven
+dutch oven
electric fan
electric guitar
electric locomotive
@@ -565,7 +565,7 @@ fountain
fountain pen
four-poster
freight car
-French horn
+french horn
frying pan
fur coat
garbage truck
@@ -604,7 +604,7 @@ hoopskirt
horizontal bar
horse cart
hourglass
-iPod
+ipod
iron
jack-o'-lantern
jean
@@ -629,7 +629,7 @@ lighter
limousine
liner
lipstick
-Loafer
+loafer
lotion
loudspeaker
loupe
@@ -660,7 +660,7 @@ missile
mitten
mixing bowl
mobile home
-Model T
+model t
modem
monastery
monitor
@@ -711,7 +711,7 @@ pedestal
pencil box
pencil sharpener
perfume
-Petri dish
+petri dish
photocopier
pick
pickelhaube
@@ -731,7 +731,7 @@ plastic bag
plate rack
plow
plunger
-Polaroid camera
+polaroid camera
pole
police van
poncho
@@ -905,7 +905,7 @@ whistle
wig
window screen
window shade
-Windsor tie
+windsor tie
wine bottle
wing
wok
@@ -929,7 +929,7 @@ hot pot
trifle
ice cream
ice lolly
-French loaf
+french loaf
bagel
pretzel
cheeseburger
@@ -947,7 +947,7 @@ artichoke
bell pepper
cardoon
mushroom
-Granny Smith
+granny smith
strawberry
orange
lemon
diff --git a/assets/models_list/mobilenet_topk_aosp.json b/assets/models_list/mobilenet_topk_aosp.json
index 72dbcbc..60a031b 100644
--- a/assets/models_list/mobilenet_topk_aosp.json
+++ b/assets/models_list/mobilenet_topk_aosp.json
@@ -6,7 +6,7 @@
"baselineSec": 0.060,
"evaluator": {
"className": "TopK",
- "expectedTop1": 0.80
+ "expectedTop1": 0.617
},
"inputSize": [1, 224, 224, 3],
"dataSize": 4,
@@ -23,7 +23,7 @@
"baselineSec": 0.060,
"evaluator": {
"className": "TopK",
- "expectedTop1": 0.775
+ "expectedTop1": 0.596
},
"inputSize": [1, 224, 224, 3],
"dataSize": 1,
@@ -42,7 +42,7 @@
"baselineSec": 0.060,
"evaluator": {
"className": "TopK",
- "expectedTop1": 0.7125
+ "expectedTop1": 0.604
},
"inputSize": [1, 192, 192, 3],
"dataSize": 4,
@@ -59,7 +59,7 @@
"baselineSec": 0.060,
"evaluator": {
"className": "TopK",
- "expectedTop1": 0.7125
+ "expectedTop1": 0.582
},
"inputSize": [1, 192, 192, 3],
"dataSize": 1,
@@ -78,7 +78,7 @@
"baselineSec": 0.060,
"evaluator": {
"className": "TopK",
- "expectedTop1": 0.675
+ "expectedTop1": 0.582
},
"inputSize": [1, 160, 160, 3],
"dataSize": 4,
@@ -95,7 +95,7 @@
"baselineSec": 0.060,
"evaluator": {
"className": "TopK",
- "expectedTop1": 0.6125
+ "expectedTop1": 0.550
},
"inputSize": [1, 160, 160, 3],
"dataSize": 1,
@@ -114,7 +114,7 @@
"baselineSec": 0.060,
"evaluator": {
"className": "TopK",
- "expectedTop1": 0.56250
+ "expectedTop1": 0.444
},
"inputSize": [1, 128, 128, 3],
"dataSize": 4,
@@ -131,7 +131,7 @@
"baselineSec": 0.060,
"evaluator": {
"className": "TopK",
- "expectedTop1": 0.55
+ "expectedTop1": 0.402
},
"inputSize": [1, 128, 128, 3],
"dataSize": 1,
@@ -150,7 +150,7 @@
"baselineSec": 0.060,
"evaluator": {
"className": "TopK",
- "expectedTop1": 0.625
+ "expectedTop1": 0.516
},
"inputSize": [1, 128, 128, 3],
"dataSize": 4,
@@ -167,7 +167,7 @@
"baselineSec": 0.060,
"evaluator": {
"className": "TopK",
- "expectedTop1": 0.6875
+ "expectedTop1": 0.583
},
"inputSize": [1, 160, 160, 3],
"dataSize": 4,
@@ -184,7 +184,7 @@
"baselineSec": 0.060,
"evaluator": {
"className": "TopK",
- "expectedTop1": 0.7375
+ "expectedTop1": 0.617
},
"inputSize": [1, 192, 192, 3],
"dataSize": 4,
@@ -201,7 +201,7 @@
"baselineSec": 0.060,
"evaluator": {
"className": "TopK",
- "expectedTop1": 0.7875
+ "expectedTop1": 0.639
},
"inputSize": [1, 224, 224, 3],
"dataSize": 4,
@@ -218,7 +218,7 @@
"baselineSec": 0.060,
"evaluator": {
"className": "TopK",
- "expectedTop1": 0.728
+ "expectedTop1": 0.617
},
"inputSize": [1, 224, 224, 3],
"dataSize": 1,