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  1. .gitattributes +2 -0
  2. requirements.txt +3 -2
  3. stop-sign-space/.gitattributes +2 -0
  4. stop-sign-space/stop-sign-space/.gitattributes +2 -0
  5. stop-sign-space/stop-sign-space/stop-sign-space/.gitattributes +2 -0
  6. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/.config/.last_opt_in_prompt.yaml +1 -0
  7. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/.config/.last_survey_prompt.yaml +1 -0
  8. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/.config/.last_update_check.json +1 -0
  9. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/.config/active_config +1 -0
  10. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/.config/config_sentinel +0 -0
  11. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/.config/configurations/config_default +6 -0
  12. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/.config/default_configs.db +0 -0
  13. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/.config/gce +1 -0
  14. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/.config/hidden_gcloud_config_universe_descriptor_data_cache_configs.db +0 -0
  15. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/.config/logs/2025.09.25/13.36.07.721162.log +765 -0
  16. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/.config/logs/2025.09.25/13.36.28.271167.log +5 -0
  17. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/.config/logs/2025.09.25/13.36.36.952554.log +153 -0
  18. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/.config/logs/2025.09.25/13.36.38.163546.log +5 -0
  19. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/.config/logs/2025.09.25/13.36.46.286835.log +8 -0
  20. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/.config/logs/2025.09.25/13.36.46.995115.log +8 -0
  21. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/.gitattributes +2 -0
  22. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/.gradio/certificate.pem +31 -0
  23. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/hf_assets/autogluon_image_predictor_dir.zip +3 -0
  24. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/hf_assets/best_predictor.pkl +3 -0
  25. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/hf_assets/predictor_native/assets.json +1 -0
  26. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/hf_assets/predictor_native/config.yaml +142 -0
  27. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/hf_assets/predictor_native/data_processors.pkl +3 -0
  28. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/hf_assets/predictor_native/df_preprocessor.pkl +3 -0
  29. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/hf_assets/predictor_native/eval_metric.pkl +3 -0
  30. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/hf_assets/predictor_native/events.out.tfevents.1758508198.20c4d402a9df.956.1 +3 -0
  31. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/hf_assets/predictor_native/hparams.yaml +24 -0
  32. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/hf_assets/predictor_native/model.ckpt +3 -0
  33. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/hf_spaces/README.md +22 -0
  34. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/hf_spaces/requirements.txt +4 -0
  35. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/sample_data/README.md +19 -0
  36. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/sample_data/anscombe.json +49 -0
  37. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/sample_data/california_housing_test.csv +0 -0
  38. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/sample_data/california_housing_train.csv +0 -0
  39. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/sample_data/mnist_test.csv +3 -0
  40. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/sample_data/mnist_train_small.csv +3 -0
  41. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/.gitattributes +35 -0
  42. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/README.md +12 -0
  43. stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/requirements.txt +5 -0
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requirements.txt CHANGED
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stop-sign-space/stop-sign-space/.gitattributes CHANGED
@@ -37,3 +37,5 @@ sample_data/mnist_test.csv filter=lfs diff=lfs merge=lfs -text
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stop-sign-space/stop-sign-space/stop-sign-space/.gitattributes CHANGED
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+ 2025-09-25 13:36:19,868 INFO ___FILE_ONLY___ gcloud cli dependencies (Platform Specific)
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+ 2025-09-25 13:36:19,868 INFO ___FILE_ONLY___ 2021.04.16
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+ 2025-09-25 13:36:20,409 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
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+ 2025-09-25 13:36:20,426 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-bq-20250905141229.tar.gz HTTP/11" 200 1860568
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+ 2025-09-25 13:36:20,490 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-bq-nix-20250523104322.tar.gz HTTP/11" 200 1935
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+ 2025-09-25 13:36:20,495 INFO ___FILE_ONLY___ ╠═ Downloading: Bundled Python 3.12 (Platform Specific) ═╣
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+ 2025-09-25 13:36:20,513 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-bundled-python3-unix-linux-x86_64-20250502143716.tar.gz HTTP/11" 200 93610468
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+ 2025-09-25 13:36:21,096 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gsutil-nix-20250523104322.tar.gz HTTP/11" 200 1950
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+ 2025-09-25 13:36:21,100 INFO ___FILE_ONLY___ ╠═ Downloading: Google Cloud CLI Core Libraries (Platfor... ═╣
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+ 2025-09-25 13:36:21,104 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
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+ 2025-09-25 13:36:21,112 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-core-nix-20250523104322.tar.gz HTTP/11" 200 2325
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404
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407
+
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409
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411
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412
+ 2025-09-25 13:36:21,169 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gcloud-crc32c-linux-x86_64-20250613150750.tar.gz HTTP/11" 200 1525557
413
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480
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481
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486
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487
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488
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490
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552
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554
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555
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570
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572
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+ 2025-09-25 13:36:27,576 INFO ___FILE_ONLY___ ═
693
+ 2025-09-25 13:36:27,589 INFO ___FILE_ONLY___ ═
694
+ 2025-09-25 13:36:27,601 INFO ___FILE_ONLY___ ═
695
+ 2025-09-25 13:36:27,615 INFO ___FILE_ONLY___ ═
696
+ 2025-09-25 13:36:27,631 INFO ___FILE_ONLY___ ═
697
+ 2025-09-25 13:36:27,651 INFO ___FILE_ONLY___ ═
698
+ 2025-09-25 13:36:27,667 INFO ___FILE_ONLY___ ═
699
+ 2025-09-25 13:36:27,684 INFO ___FILE_ONLY___ ═
700
+ 2025-09-25 13:36:27,684 INFO ___FILE_ONLY___ ╝
701
+
702
+ 2025-09-25 13:36:27,714 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
703
+
704
+ 2025-09-25 13:36:27,714 INFO ___FILE_ONLY___ ╠═ Installing: Cloud Storage Command Line Tool (Platform... ═╣
705
+
706
+ 2025-09-25 13:36:27,715 INFO ___FILE_ONLY___ ╚
707
+ 2025-09-25 13:36:27,715 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
708
+ 2025-09-25 13:36:27,715 INFO ___FILE_ONLY___ ╝
709
+
710
+ 2025-09-25 13:36:27,719 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
711
+
712
+ 2025-09-25 13:36:27,719 INFO ___FILE_ONLY___ ╠═ Installing: Default set of gcloud commands ═╣
713
+
714
+ 2025-09-25 13:36:27,720 INFO ___FILE_ONLY___ ╚
715
+ 2025-09-25 13:36:27,722 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
716
+ 2025-09-25 13:36:27,722 INFO ___FILE_ONLY___ ╝
717
+
718
+ 2025-09-25 13:36:27,723 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
719
+
720
+ 2025-09-25 13:36:27,723 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CLI Core Libraries (Platform... ═╣
721
+
722
+ 2025-09-25 13:36:27,724 INFO ___FILE_ONLY___ ╚
723
+ 2025-09-25 13:36:27,724 INFO ___FILE_ONLY___ ══════════════════════════════
724
+ 2025-09-25 13:36:27,725 INFO ___FILE_ONLY___ ══════════════════════════════
725
+ 2025-09-25 13:36:27,725 INFO ___FILE_ONLY___ ╝
726
+
727
+ 2025-09-25 13:36:27,728 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
728
+
729
+ 2025-09-25 13:36:27,729 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CRC32C Hash Tool ═╣
730
+
731
+ 2025-09-25 13:36:27,729 INFO ___FILE_ONLY___ ╚
732
+ 2025-09-25 13:36:27,731 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
733
+ 2025-09-25 13:36:27,731 INFO ___FILE_ONLY___ ╝
734
+
735
+ 2025-09-25 13:36:27,732 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
736
+
737
+ 2025-09-25 13:36:27,733 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CRC32C Hash Tool (Platform S... ═╣
738
+
739
+ 2025-09-25 13:36:27,733 INFO ___FILE_ONLY___ ╚
740
+ 2025-09-25 13:36:27,769 INFO ___FILE_ONLY___ ══════════════════════════════
741
+ 2025-09-25 13:36:27,769 INFO ___FILE_ONLY___ ══════════════════════════════
742
+ 2025-09-25 13:36:27,769 INFO ___FILE_ONLY___ ╝
743
+
744
+ 2025-09-25 13:36:27,774 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
745
+
746
+ 2025-09-25 13:36:27,774 INFO ___FILE_ONLY___ ╠═ Installing: gcloud cli dependencies (Platform Specific) ═╣
747
+
748
+ 2025-09-25 13:36:27,774 INFO ___FILE_ONLY___ ╚
749
+ 2025-09-25 13:36:27,774 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
750
+ 2025-09-25 13:36:27,775 INFO ___FILE_ONLY___ ╝
751
+
752
+ 2025-09-25 13:36:27,779 DEBUG root Updating notification cache...
753
+ 2025-09-25 13:36:27,779 INFO ___FILE_ONLY___
754
+
755
+ 2025-09-25 13:36:27,781 INFO ___FILE_ONLY___ Performing post processing steps...
756
+ 2025-09-25 13:36:27,781 DEBUG root Executing command: ['/tools/google-cloud-sdk/bin/gcloud', 'components', 'post-process']
757
+ 2025-09-25 13:36:36,104 DEBUG ___FILE_ONLY___
758
+ 2025-09-25 13:36:36,104 DEBUG ___FILE_ONLY___
759
+ 2025-09-25 13:36:36,333 INFO root descriptor_list: [{'universeDomain': 'googleapis.com', 'universeShortName': '', 'authenticationDomain': 'auth.cloud.google.com', 'projectPrefix': '', 'cloudWebDomain': 'cloud.google.com', 'documentationDomain': 'cloud.google.com', 'version': '1.0.0', 'state': 'primary', 'artifactRegistryDomain': 'pkg.dev'}]
760
+ 2025-09-25 13:36:36,334 INFO ___FILE_ONLY___
761
+ Update done!
762
+
763
+
764
+ 2025-09-25 13:36:36,337 DEBUG root Chosen display Format:none
765
+ 2025-09-25 13:36:36,337 INFO root Display format: "none"
stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/.config/logs/2025.09.25/13.36.28.271167.log ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ 2025-09-25 13:36:28,271 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2025-09-25 13:36:28,273 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
3
+ 2025-09-25 13:36:28,275 DEBUG root Running [gcloud.components.post-process] with arguments: []
4
+ 2025-09-25 13:36:36,001 DEBUG root Chosen display Format:none
5
+ 2025-09-25 13:36:36,001 INFO root Display format: "none"
stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/.config/logs/2025.09.25/13.36.36.952554.log ADDED
@@ -0,0 +1,153 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2025-09-25 13:36:36,953 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2025-09-25 13:36:36,983 DEBUG root Loaded Command Group: ['gcloud', 'components', 'update']
3
+ 2025-09-25 13:36:36,985 DEBUG root Running [gcloud.components.update] with arguments: [--quiet: "True", COMPONENT-IDS:8: "['gcloud', 'core', 'bq', 'gsutil', 'compute', 'preview', 'alpha', 'beta']"]
4
+ 2025-09-25 13:36:36,986 INFO ___FILE_ONLY___ Beginning update. This process may take several minutes.
5
+
6
+ 2025-09-25 13:36:36,995 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
7
+ 2025-09-25 13:36:37,009 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components-2.json HTTP/11" 200 233149
8
+ 2025-09-25 13:36:37,021 WARNING root Component [compute] no longer exists.
9
+ 2025-09-25 13:36:37,021 INFO ___FILE_ONLY___
10
+
11
+ 2025-09-25 13:36:37,022 INFO ___FILE_ONLY___
12
+ Your current Google Cloud CLI version is: 540.0.0
13
+
14
+ 2025-09-25 13:36:37,022 INFO ___FILE_ONLY___ Installing components from version: 540.0.0
15
+
16
+ 2025-09-25 13:36:37,022 INFO ___FILE_ONLY___
17
+
18
+ 2025-09-25 13:36:37,022 DEBUG root Chosen display Format:table[box,title="These components will be removed."](details.display_name:label=Name:align=left,version.version_string:label=Version:align=right,data.size.size(zero="",min=1048576):label=Size:align=right)
19
+ 2025-09-25 13:36:37,023 DEBUG root Chosen display Format:table[box,title="These components will be updated."](details.display_name:label=Name:align=left,version.version_string:label=Version:align=right,data.size.size(zero="",min=1048576):label=Size:align=right)
20
+ 2025-09-25 13:36:37,023 DEBUG root Chosen display Format:table[box,title="These components will be installed."](details.display_name:label=Name:align=left,version.version_string:label=Version:align=right,data.size.size(zero="",min=1048576):label=Size:align=right)
21
+ 2025-09-25 13:36:37,038 INFO ___FILE_ONLY___ ┌────────────────────────────────────────────────┐
22
+ 2025-09-25 13:36:37,038 INFO ___FILE_ONLY___
23
+
24
+ 2025-09-25 13:36:37,039 INFO ___FILE_ONLY___ │ These components will be installed. │
25
+ 2025-09-25 13:36:37,039 INFO ___FILE_ONLY___
26
+
27
+ 2025-09-25 13:36:37,039 INFO ___FILE_ONLY___ ├─────────────────────────┬────────────┬─────────┤
28
+ 2025-09-25 13:36:37,039 INFO ___FILE_ONLY___
29
+
30
+ 2025-09-25 13:36:37,039 INFO ___FILE_ONLY___ │ Name │ Version │ Size │
31
+ 2025-09-25 13:36:37,039 INFO ___FILE_ONLY___
32
+
33
+ 2025-09-25 13:36:37,039 INFO ___FILE_ONLY___ ├─────────────────────────┼────────────┼─────────┤
34
+ 2025-09-25 13:36:37,039 INFO ___FILE_ONLY___
35
+
36
+ 2025-09-25 13:36:37,039 INFO ___FILE_ONLY___ │
37
+ 2025-09-25 13:36:37,039 INFO ___FILE_ONLY___ gcloud Alpha Commands
38
+ 2025-09-25 13:36:37,039 INFO ___FILE_ONLY___
39
+ 2025-09-25 13:36:37,039 INFO ___FILE_ONLY___ │
40
+ 2025-09-25 13:36:37,039 INFO ___FILE_ONLY___ 2025.09.23
41
+ 2025-09-25 13:36:37,039 INFO ___FILE_ONLY___
42
+ 2025-09-25 13:36:37,039 INFO ___FILE_ONLY___ │
43
+ 2025-09-25 13:36:37,039 INFO ___FILE_ONLY___ < 1 MiB
44
+ 2025-09-25 13:36:37,039 INFO ___FILE_ONLY___
45
+ 2025-09-25 13:36:37,039 INFO ___FILE_ONLY___ │
46
+ 2025-09-25 13:36:37,040 INFO ___FILE_ONLY___
47
+
48
+ 2025-09-25 13:36:37,040 INFO ___FILE_ONLY___ │
49
+ 2025-09-25 13:36:37,040 INFO ___FILE_ONLY___ gcloud Beta Commands
50
+ 2025-09-25 13:36:37,040 INFO ___FILE_ONLY___
51
+ 2025-09-25 13:36:37,040 INFO ___FILE_ONLY___ │
52
+ 2025-09-25 13:36:37,040 INFO ___FILE_ONLY___ 2025.09.23
53
+ 2025-09-25 13:36:37,040 INFO ___FILE_ONLY___
54
+ 2025-09-25 13:36:37,040 INFO ___FILE_ONLY___ │
55
+ 2025-09-25 13:36:37,040 INFO ___FILE_ONLY___ < 1 MiB
56
+ 2025-09-25 13:36:37,040 INFO ___FILE_ONLY___
57
+ 2025-09-25 13:36:37,040 INFO ___FILE_ONLY___ │
58
+ 2025-09-25 13:36:37,040 INFO ___FILE_ONLY___
59
+
60
+ 2025-09-25 13:36:37,040 INFO ___FILE_ONLY___ │
61
+ 2025-09-25 13:36:37,040 INFO ___FILE_ONLY___ gcloud Preview Commands
62
+ 2025-09-25 13:36:37,040 INFO ___FILE_ONLY___
63
+ 2025-09-25 13:36:37,040 INFO ___FILE_ONLY___ │
64
+ 2025-09-25 13:36:37,040 INFO ___FILE_ONLY___
65
+ 2025-09-25 13:36:37,040 INFO ___FILE_ONLY___
66
+ 2025-09-25 13:36:37,040 INFO ___FILE_ONLY___ │
67
+ 2025-09-25 13:36:37,040 INFO ___FILE_ONLY___ < 1 MiB
68
+ 2025-09-25 13:36:37,041 INFO ___FILE_ONLY___
69
+ 2025-09-25 13:36:37,041 INFO ___FILE_ONLY___ │
70
+ 2025-09-25 13:36:37,041 INFO ___FILE_ONLY___
71
+
72
+ 2025-09-25 13:36:37,041 INFO ___FILE_ONLY___ └─────────────────────────┴────────────┴─────────┘
73
+ 2025-09-25 13:36:37,041 INFO ___FILE_ONLY___
74
+
75
+ 2025-09-25 13:36:37,041 INFO ___FILE_ONLY___
76
+
77
+ 2025-09-25 13:36:37,043 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
78
+ 2025-09-25 13:36:37,054 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/RELEASE_NOTES HTTP/11" 200 1487839
79
+ 2025-09-25 13:36:37,553 INFO ___FILE_ONLY___ For the latest full release notes, please visit:
80
+ https://cloud.google.com/sdk/release_notes
81
+
82
+
83
+ 2025-09-25 13:36:37,554 INFO ___FILE_ONLY___ Performing in place update...
84
+
85
+
86
+ 2025-09-25 13:36:37,556 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
87
+
88
+ 2025-09-25 13:36:37,556 INFO ___FILE_ONLY___ ╠═ Downloading: gcloud Alpha Commands ═╣
89
+
90
+ 2025-09-25 13:36:37,556 INFO ___FILE_ONLY___ ╚
91
+ 2025-09-25 13:36:37,558 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
92
+ 2025-09-25 13:36:37,571 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-alpha-20250923151237.tar.gz HTTP/11" 200 800
93
+ 2025-09-25 13:36:37,572 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
94
+ 2025-09-25 13:36:37,572 INFO ___FILE_ONLY___ ╝
95
+
96
+ 2025-09-25 13:36:37,574 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
97
+
98
+ 2025-09-25 13:36:37,574 INFO ___FILE_ONLY___ ╠═ Downloading: gcloud Beta Commands ═╣
99
+
100
+ 2025-09-25 13:36:37,574 INFO ___FILE_ONLY___ ╚
101
+ 2025-09-25 13:36:37,577 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
102
+ 2025-09-25 13:36:37,587 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-beta-20250923151237.tar.gz HTTP/11" 200 797
103
+ 2025-09-25 13:36:37,587 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
104
+ 2025-09-25 13:36:37,587 INFO ___FILE_ONLY___ ╝
105
+
106
+ 2025-09-25 13:36:37,589 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
107
+
108
+ 2025-09-25 13:36:37,589 INFO ___FILE_ONLY___ ╠═ Downloading: gcloud Preview Commands ═╣
109
+
110
+ 2025-09-25 13:36:37,589 INFO ___FILE_ONLY___ ╚
111
+ 2025-09-25 13:36:37,592 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
112
+ 2025-09-25 13:36:37,642 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-preview-20241115154308.tar.gz HTTP/11" 200 823
113
+ 2025-09-25 13:36:37,642 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
114
+ 2025-09-25 13:36:37,643 INFO ___FILE_ONLY___ ╝
115
+
116
+ 2025-09-25 13:36:37,644 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
117
+
118
+ 2025-09-25 13:36:37,645 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Alpha Commands ═╣
119
+
120
+ 2025-09-25 13:36:37,645 INFO ___FILE_ONLY___ ╚
121
+ 2025-09-25 13:36:37,646 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
122
+ 2025-09-25 13:36:37,646 INFO ___FILE_ONLY___ ╝
123
+
124
+ 2025-09-25 13:36:37,650 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
125
+
126
+ 2025-09-25 13:36:37,651 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Beta Commands ═╣
127
+
128
+ 2025-09-25 13:36:37,651 INFO ___FILE_ONLY___ ╚
129
+ 2025-09-25 13:36:37,651 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
130
+ 2025-09-25 13:36:37,651 INFO ___FILE_ONLY___ ╝
131
+
132
+ 2025-09-25 13:36:37,655 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
133
+
134
+ 2025-09-25 13:36:37,655 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Preview Commands ═╣
135
+
136
+ 2025-09-25 13:36:37,655 INFO ___FILE_ONLY___ ╚
137
+ 2025-09-25 13:36:37,656 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
138
+ 2025-09-25 13:36:37,656 INFO ___FILE_ONLY___ ╝
139
+
140
+ 2025-09-25 13:36:37,661 DEBUG root Updating notification cache...
141
+ 2025-09-25 13:36:37,661 INFO ___FILE_ONLY___
142
+
143
+ 2025-09-25 13:36:37,663 INFO ___FILE_ONLY___ Performing post processing steps...
144
+ 2025-09-25 13:36:37,663 DEBUG root Executing command: ['/tools/google-cloud-sdk/bin/gcloud', 'components', 'post-process']
145
+ 2025-09-25 13:36:45,421 DEBUG ___FILE_ONLY___
146
+ 2025-09-25 13:36:45,421 DEBUG ___FILE_ONLY___
147
+ 2025-09-25 13:36:45,685 INFO root descriptor_list: [{'universeDomain': 'googleapis.com', 'universeShortName': '', 'authenticationDomain': 'auth.cloud.google.com', 'projectPrefix': '', 'cloudWebDomain': 'cloud.google.com', 'documentationDomain': 'cloud.google.com', 'version': '1.0.0', 'state': 'primary', 'artifactRegistryDomain': 'pkg.dev'}]
148
+ 2025-09-25 13:36:45,685 INFO ___FILE_ONLY___
149
+ Update done!
150
+
151
+
152
+ 2025-09-25 13:36:45,687 DEBUG root Chosen display Format:none
153
+ 2025-09-25 13:36:45,688 INFO root Display format: "none"
stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/.config/logs/2025.09.25/13.36.38.163546.log ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ 2025-09-25 13:36:38,164 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2025-09-25 13:36:38,166 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
3
+ 2025-09-25 13:36:38,168 DEBUG root Running [gcloud.components.post-process] with arguments: []
4
+ 2025-09-25 13:36:45,318 DEBUG root Chosen display Format:none
5
+ 2025-09-25 13:36:45,318 INFO root Display format: "none"
stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/.config/logs/2025.09.25/13.36.46.286835.log ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ 2025-09-25 13:36:46,288 DEBUG root Loaded Command Group: ['gcloud', 'config']
2
+ 2025-09-25 13:36:46,375 DEBUG root Loaded Command Group: ['gcloud', 'config', 'set']
3
+ 2025-09-25 13:36:46,378 DEBUG root Running [gcloud.config.set] with arguments: [SECTION/PROPERTY: "component_manager/disable_update_check", VALUE: "true"]
4
+ 2025-09-25 13:36:46,378 INFO ___FILE_ONLY___ Updated property [component_manager/disable_update_check].
5
+
6
+ 2025-09-25 13:36:46,379 DEBUG root Chosen display Format:default
7
+ 2025-09-25 13:36:46,380 INFO root Display format: "default"
8
+ 2025-09-25 13:36:46,385 DEBUG root SDK update checks are disabled.
stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/.config/logs/2025.09.25/13.36.46.995115.log ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ 2025-09-25 13:36:46,996 DEBUG root Loaded Command Group: ['gcloud', 'config']
2
+ 2025-09-25 13:36:47,078 DEBUG root Loaded Command Group: ['gcloud', 'config', 'set']
3
+ 2025-09-25 13:36:47,080 DEBUG root Running [gcloud.config.set] with arguments: [SECTION/PROPERTY: "compute/gce_metadata_read_timeout_sec", VALUE: "0"]
4
+ 2025-09-25 13:36:47,081 INFO ___FILE_ONLY___ Updated property [compute/gce_metadata_read_timeout_sec].
5
+
6
+ 2025-09-25 13:36:47,082 DEBUG root Chosen display Format:default
7
+ 2025-09-25 13:36:47,082 INFO root Display format: "default"
8
+ 2025-09-25 13:36:47,087 DEBUG root SDK update checks are disabled.
stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/.gitattributes CHANGED
@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
36
+ sample_data/mnist_test.csv filter=lfs diff=lfs merge=lfs -text
37
+ sample_data/mnist_train_small.csv filter=lfs diff=lfs merge=lfs -text
stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/.gradio/certificate.pem ADDED
@@ -0,0 +1,31 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ -----BEGIN CERTIFICATE-----
2
+ MIIFazCCA1OgAwIBAgIRAIIQz7DSQONZRGPgu2OCiwAwDQYJKoZIhvcNAQELBQAw
3
+ TzELMAkGA1UEBhMCVVMxKTAnBgNVBAoTIEludGVybmV0IFNlY3VyaXR5IFJlc2Vh
4
+ cmNoIEdyb3VwMRUwEwYDVQQDEwxJU1JHIFJvb3QgWDEwHhcNMTUwNjA0MTEwNDM4
5
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+
2
+ # STOP Sign Identification App
3
+
4
+ This Gradio application identifies whether an image contains a STOP sign or not using an AutoGluon Multimodal predictor.
5
+
6
+ ## How to Use
7
+
8
+ 1. **Upload an Image:** You can upload an image from your computer or use your webcam.
9
+ 2. **Select an Example:** Choose one of the provided example images to quickly test the application.
10
+ 3. **Apply Preprocessing:** The "Apply Preprocessing" checkbox controls whether the input image is resized and converted to RGB before being fed to the model. By default, preprocessing is applied.
11
+ 4. **View Results:** The application will display:
12
+ * The original uploaded image.
13
+ * The preprocessed image (if preprocessing is applied).
14
+ * The predicted class probabilities ("Not a STOP sign" and "STOP sign").
15
+
16
+ ## Model
17
+
18
+ The application uses a pre-trained AutoGluon Multimodal predictor fine-tuned for this binary classification task.
19
+
20
+ ## Deployment on Hugging Face Spaces
21
+
22
+ This application is designed to be easily deployed on Hugging Face Spaces. The `app.py` and `requirements.txt` files generated in the `hf_spaces` directory contain all the necessary code and dependencies. Simply create a new Space on Hugging Face, select the "Gradio" SDK, and upload the contents of the `hf_spaces` directory.
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+ autogluon.multimodal
2
+ gradio
3
+ huggingface_hub
4
+ Pillow
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+ This directory includes a few sample datasets to get you started.
2
+
3
+ * `california_housing_data*.csv` is California housing data from the 1990 US
4
+ Census; more information is available at:
5
+ https://docs.google.com/document/d/e/2PACX-1vRhYtsvc5eOR2FWNCwaBiKL6suIOrxJig8LcSBbmCbyYsayia_DvPOOBlXZ4CAlQ5nlDD8kTaIDRwrN/pub
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+
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+ * `mnist_*.csv` is a small sample of the
8
+ [MNIST database](https://en.wikipedia.org/wiki/MNIST_database), which is
9
+ described at: http://yann.lecun.com/exdb/mnist/
10
+
11
+ * `anscombe.json` contains a copy of
12
+ [Anscombe's quartet](https://en.wikipedia.org/wiki/Anscombe%27s_quartet); it
13
+ was originally described in
14
+
15
+ Anscombe, F. J. (1973). 'Graphs in Statistical Analysis'. American
16
+ Statistician. 27 (1): 17-21. JSTOR 2682899.
17
+
18
+ and our copy was prepared by the
19
+ [vega_datasets library](https://github.com/altair-viz/vega_datasets/blob/4f67bdaad10f45e3549984e17e1b3088c731503d/vega_datasets/_data/anscombe.json).
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+ *.pth filter=lfs diff=lfs merge=lfs -text
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+ *.rar filter=lfs diff=lfs merge=lfs -text
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+ *.safetensors filter=lfs diff=lfs merge=lfs -text
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+ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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+ *.tar.* filter=lfs diff=lfs merge=lfs -text
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+ *.tar filter=lfs diff=lfs merge=lfs -text
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+ *.tflite filter=lfs diff=lfs merge=lfs -text
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+ *.tgz filter=lfs diff=lfs merge=lfs -text
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+ *.wasm filter=lfs diff=lfs merge=lfs -text
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+ *.xz filter=lfs diff=lfs merge=lfs -text
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+ *.zip filter=lfs diff=lfs merge=lfs -text
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+ *.zst filter=lfs diff=lfs merge=lfs -text
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+ *tfevents* filter=lfs diff=lfs merge=lfs -text
stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/README.md ADDED
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1
+ ---
2
+ title: HW3 Image
3
+ emoji: 🚀
4
+ colorFrom: yellow
5
+ colorTo: gray
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+ sdk: gradio
7
+ sdk_version: 5.47.2
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+ app_file: app.py
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+ pinned: false
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+ ---
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+
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+ Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/stop-sign-space/requirements.txt ADDED
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+
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+ autogluon.multimodal
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+ gradio
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+ pillow
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+ huggingface_hub