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  1. .config/.last_opt_in_prompt.yaml +1 -0
  2. .config/.last_survey_prompt.yaml +1 -0
  3. .config/.last_update_check.json +1 -0
  4. .config/active_config +1 -0
  5. .config/config_sentinel +0 -0
  6. .config/configurations/config_default +6 -0
  7. .config/default_configs.db +0 -0
  8. .config/gce +1 -0
  9. .config/hidden_gcloud_config_universe_descriptor_data_cache_configs.db +0 -0
  10. .config/logs/2026.02.06/14.30.32.592228.log +788 -0
  11. .config/logs/2026.02.06/14.31.19.332851.log +5 -0
  12. .config/logs/2026.02.06/14.31.28.771044.log +164 -0
  13. .config/logs/2026.02.06/14.31.35.535753.log +5 -0
  14. .config/logs/2026.02.06/14.31.44.938153.log +8 -0
  15. .config/logs/2026.02.06/14.31.45.734270.log +8 -0
  16. .gitattributes +2 -0
  17. Dataset/README.dataset.txt +71 -0
  18. Dataset/README.roboflow.txt +28 -0
  19. Dataset/data.yaml +13 -0
  20. Dataset/test/images/20210702_161114_jpg.rf.efcfa4b9ce90b10230eaf7916d0e31e8.jpg +3 -0
  21. Dataset/test/images/20210702_161207_jpg.rf.8e0fc672e69439079b1843ae2b4ea66f.jpg +3 -0
  22. Dataset/test/images/20210702_161707_jpg.rf.5328766a07dd00d81a8f3ed97ff82db8.jpg +3 -0
  23. Dataset/test/images/20210702_161715_jpg.rf.cff39e6811e27b962c0a5b7729eba37e.jpg +3 -0
  24. Dataset/test/images/20210702_162159_jpg.rf.f79d8e46bd37904d3cca08a21c84216f.jpg +3 -0
  25. Dataset/test/images/20210702_162205_jpg.rf.2a3f036464e911a191b8266f9a9481f5.jpg +3 -0
  26. Dataset/test/images/20210702_162552_jpg.rf.11ff586b568af9f81488a6c6e6fc4b38.jpg +3 -0
  27. Dataset/test/images/20210702_162559_jpg.rf.75929d28164017d3f53891735d3e23ce.jpg +3 -0
  28. Dataset/test/images/20210702_162630_jpg.rf.dc13d1ae3d501569333848e3e7a6c9ae.jpg +3 -0
  29. Dataset/test/images/20210702_162717_jpg.rf.862e724ed981449290b5ef0944bb17b8.jpg +3 -0
  30. Dataset/test/images/20210702_162723_jpg.rf.cd6809072ba26b7dca4c4b014d47b054.jpg +3 -0
  31. Dataset/test/images/20210702_162928_jpg.rf.041a59ff561a64794a353f325bf43ca8.jpg +3 -0
  32. Dataset/test/images/20210702_163023_jpg.rf.19bcf652d49943cd2de86179ca7ce1dd.jpg +3 -0
  33. Dataset/test/images/20210702_163145_jpg.rf.2515707c145437301314a5d4c8930b06.jpg +3 -0
  34. Dataset/test/images/20210702_163214_jpg.rf.10919ad248728c72d990fefd4320b698.jpg +3 -0
  35. Dataset/test/images/20210702_163524_jpg.rf.3f9d82ebe4c9c1d2670c154e8c22896d.jpg +3 -0
  36. Dataset/test/images/20210702_163812_jpg.rf.497ccc2990ead281c57e4cdc01d34472.jpg +3 -0
  37. Dataset/test/images/20210702_164227_jpg.rf.8b5688d29afb330ba6eb69c0436fd851.jpg +3 -0
  38. Dataset/test/images/20210702_164700_jpg.rf.f70776cee64b155eea7c554914631d53.jpg +3 -0
  39. Dataset/test/images/20210702_164937_jpg.rf.3befa455d02e04a96e259729b96e7f16.jpg +3 -0
  40. Dataset/test/images/20210702_164946_jpg.rf.ba24fb2d221c44b5ecb76b812132a7a6.jpg +3 -0
  41. Dataset/test/images/20210702_165153_jpg.rf.3048447029dfc2497deab582166b60a5.jpg +3 -0
  42. Dataset/test/images/20210702_170058_jpg.rf.e9106a5e42103a5874007c84d8451d97.jpg +3 -0
  43. Dataset/test/images/20210702_170402_jpg.rf.850bc4f2a531548031dd19a62a7c1ba7.jpg +3 -0
  44. Dataset/test/images/20210702_170409_jpg.rf.b7cc1e470631dea26d40b4185f7fb2f2.jpg +3 -0
  45. Dataset/test/images/20210702_170503_jpg.rf.d505334178852150fad591a2996fe421.jpg +3 -0
  46. Dataset/test/images/20210702_171433_jpg.rf.7f91a1e819c47e78d3bffcabc3231acc.jpg +3 -0
  47. Dataset/test/images/20210729_174840_jpg.rf.151bf905dfae76c671442fd5499b26e8.jpg +3 -0
  48. Dataset/test/images/20210729_174847_jpg.rf.95b6276e82553b7dcadb595c407f8231.jpg +3 -0
  49. Dataset/test/images/20210729_175142_jpg.rf.bd57dae51c57cf4e171f3ce0081031f7.jpg +3 -0
  50. Dataset/test/images/20210729_175222_jpg.rf.27ef638dedae0275a5b5cbf1cdedcbad.jpg +3 -0
.config/.last_opt_in_prompt.yaml ADDED
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.config/.last_survey_prompt.yaml ADDED
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+ last_prompt_time: 1770388288.0874681
.config/.last_update_check.json ADDED
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+ {"last_update_check_time": 1770388294.997153, "last_update_check_revision": 20260130130055, "notifications": [], "last_nag_times": {}}
.config/active_config ADDED
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.config/configurations/config_default ADDED
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+ [component_manager]
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+ disable_update_check = true
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+
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+ [compute]
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+ gce_metadata_read_timeout_sec = 0
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.config/gce ADDED
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.config/logs/2026.02.06/14.30.32.592228.log ADDED
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+ 2026-02-06 14:30:32,594 DEBUG root Failed to read GCE cache file: [Errno 2] No such file or directory: '/content/.config/gce'
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+ 2026-02-06 14:30:44,619 DEBUG root Failed to check metadata server: <urlopen error timed out>
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+ 2026-02-06 14:30:44,619 DEBUG root On GCE from server: False
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+ 2026-02-06 14:30:44,622 DEBUG root Loaded Command Group: ['gcloud', 'components']
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+ 2026-02-06 14:30:44,626 DEBUG root Loaded Command Group: ['gcloud', 'components', 'update']
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+ 2026-02-06 14:30:44,628 DEBUG root Running [gcloud.components.update] with arguments: [--compile-python: "True", --quiet: "True", COMPONENT-IDS:6: "['core', 'gcloud-deps', 'bq', 'gcloud', 'gcloud-crc32c', 'gsutil']"]
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+ 2026-02-06 14:30:44,629 INFO ___FILE_ONLY___ Beginning update. This process may take several minutes.
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+
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+ 2026-02-06 14:30:44,642 DEBUG root On GCE from memory cache: False
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+ 2026-02-06 14:30:44,644 DEBUG root On GCE from memory cache: False
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+ 2026-02-06 14:30:44,647 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
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+ 2026-02-06 14:30:45,733 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components-2.json HTTP/1.1" 200 24988
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+ Your current Google Cloud CLI version is: 555.0.0
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+ 2026-02-06 14:30:45,746 INFO ___FILE_ONLY___ Installing components from version: 555.0.0
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+ 2026-02-06 14:30:45,747 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)
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+ 2026-02-06 14:30:45,748 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)
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+ 2026-02-06 14:30:48,012 INFO ___FILE_ONLY___ For the latest full release notes, please visit:
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+ https://cloud.google.com/sdk/release_notes
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+ 2026-02-06 14:30:49,267 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-bq-20260109121340.tar.gz HTTP/1.1" 200 1921679
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467
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469
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493
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494
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495
+
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+ 2026-02-06 14:31:09,039 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
497
+
498
+ 2026-02-06 14:31:09,039 INFO ___FILE_ONLY___ ╠═ Downloading: gcloud cli dependencies (Platform Specific) ═╣
499
+
500
+ 2026-02-06 14:31:09,039 INFO ___FILE_ONLY___ ╚
501
+ 2026-02-06 14:31:09,040 DEBUG root On GCE from memory cache: False
502
+ 2026-02-06 14:31:09,041 DEBUG root On GCE from memory cache: False
503
+ 2026-02-06 14:31:09,042 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
504
+ 2026-02-06 14:31:10,103 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gcloud-deps-linux-x86_64-20210416153011.tar.gz HTTP/1.1" 200 104
505
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506
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507
+
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509
+
510
+ 2026-02-06 14:31:10,107 INFO ___FILE_ONLY___ ╠═ Installing: BigQuery Command Line Tool ═╣
511
+
512
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513
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560
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561
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562
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564
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565
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566
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567
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568
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569
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570
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571
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572
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573
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574
+
575
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576
+
577
+ 2026-02-06 14:31:10,370 INFO ___FILE_ONLY___ ╠═ Installing: BigQuery Command Line Tool (Platform Spec... ═╣
578
+
579
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580
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581
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582
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583
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584
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585
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586
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587
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588
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589
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590
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591
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592
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593
+ 2026-02-06 14:31:10,383 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.13 (Platform Specific) ═╣
594
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595
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596
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648
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649
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650
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651
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653
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658
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659
+
660
+ 2026-02-06 14:31:17,384 INFO ___FILE_ONLY___ ╠═ Installing: Cloud Storage Command Line Tool ═╣
661
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662
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663
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714
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723
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724
+
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726
+
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+ 2026-02-06 14:31:18,740 INFO ___FILE_ONLY___ ╠═ Installing: Cloud Storage Command Line Tool (Platform... ═╣
728
+
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730
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731
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732
+
733
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734
+
735
+ 2026-02-06 14:31:18,746 INFO ___FILE_ONLY___ ╠═ Installing: Default set of gcloud commands ═╣
736
+
737
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738
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739
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740
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741
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742
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743
+ 2026-02-06 14:31:18,752 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CLI Core Libraries (Platform... ═╣
744
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746
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747
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748
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752
+ 2026-02-06 14:31:18,758 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CRC32C Hash Tool ═╣
753
+
754
+ 2026-02-06 14:31:18,758 INFO ___FILE_ONLY___ ╚
755
+ 2026-02-06 14:31:18,761 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
756
+ 2026-02-06 14:31:18,761 INFO ___FILE_ONLY___ ╝
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+
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+ 2026-02-06 14:31:18,763 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
759
+
760
+ 2026-02-06 14:31:18,763 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CRC32C Hash Tool (Platform S... ═╣
761
+
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+ 2026-02-06 14:31:18,763 INFO ___FILE_ONLY___ ╚
763
+ 2026-02-06 14:31:18,799 INFO ___FILE_ONLY___ ══════════════════════════════
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+ 2026-02-06 14:31:18,800 INFO ___FILE_ONLY___ ══════════════════════════════
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+ 2026-02-06 14:31:18,800 INFO ___FILE_ONLY___ ╝
766
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+ 2026-02-06 14:31:18,805 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
768
+
769
+ 2026-02-06 14:31:18,805 INFO ___FILE_ONLY___ ╠═ Installing: gcloud cli dependencies (Platform Specific) ═╣
770
+
771
+ 2026-02-06 14:31:18,805 INFO ___FILE_ONLY___ ╚
772
+ 2026-02-06 14:31:18,806 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
773
+ 2026-02-06 14:31:18,806 INFO ___FILE_ONLY___ ╝
774
+
775
+ 2026-02-06 14:31:18,811 DEBUG root Updating notification cache...
776
+ 2026-02-06 14:31:18,812 INFO ___FILE_ONLY___
777
+
778
+ 2026-02-06 14:31:18,814 INFO ___FILE_ONLY___ Performing post processing steps...
779
+ 2026-02-06 14:31:18,814 DEBUG root Executing command: ['/tools/google-cloud-sdk/bin/gcloud', 'components', 'post-process']
780
+ 2026-02-06 14:31:27,841 DEBUG ___FILE_ONLY___
781
+ 2026-02-06 14:31:27,842 DEBUG ___FILE_ONLY___
782
+ 2026-02-06 14:31:28,083 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'}]
783
+ 2026-02-06 14:31:28,083 INFO ___FILE_ONLY___
784
+ Update done!
785
+
786
+
787
+ 2026-02-06 14:31:28,086 DEBUG root Chosen display Format:none
788
+ 2026-02-06 14:31:28,086 INFO root Display format: "none"
.config/logs/2026.02.06/14.31.19.332851.log ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ 2026-02-06 14:31:19,333 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2026-02-06 14:31:19,335 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
3
+ 2026-02-06 14:31:19,337 DEBUG root Running [gcloud.components.post-process] with arguments: []
4
+ 2026-02-06 14:31:27,718 DEBUG root Chosen display Format:none
5
+ 2026-02-06 14:31:27,718 INFO root Display format: "none"
.config/logs/2026.02.06/14.31.28.771044.log ADDED
@@ -0,0 +1,164 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2026-02-06 14:31:28,771 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2026-02-06 14:31:28,806 DEBUG root Loaded Command Group: ['gcloud', 'components', 'update']
3
+ 2026-02-06 14:31:28,808 DEBUG root Running [gcloud.components.update] with arguments: [--quiet: "True", COMPONENT-IDS:8: "['gcloud', 'core', 'bq', 'gsutil', 'compute', 'preview', 'alpha', 'beta']"]
4
+ 2026-02-06 14:31:28,809 DEBUG root On GCE from disk cache: False
5
+ 2026-02-06 14:31:28,809 INFO ___FILE_ONLY___ Beginning update. This process may take several minutes.
6
+
7
+ 2026-02-06 14:31:28,810 DEBUG root On GCE from memory cache: False
8
+ 2026-02-06 14:31:28,812 DEBUG root On GCE from memory cache: False
9
+ 2026-02-06 14:31:28,814 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
10
+ 2026-02-06 14:31:29,893 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components-2.json HTTP/1.1" 200 24988
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+ 2026-02-06 14:31:29,905 WARNING root Component [compute] no longer exists.
12
+ 2026-02-06 14:31:29,906 INFO ___FILE_ONLY___
13
+
14
+ 2026-02-06 14:31:29,906 INFO ___FILE_ONLY___
15
+ Your current Google Cloud CLI version is: 555.0.0
16
+
17
+ 2026-02-06 14:31:29,907 INFO ___FILE_ONLY___ Installing components from version: 555.0.0
18
+
19
+ 2026-02-06 14:31:29,907 INFO ___FILE_ONLY___
20
+
21
+ 2026-02-06 14:31:29,907 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)
22
+ 2026-02-06 14:31:29,907 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)
23
+ 2026-02-06 14:31:29,908 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)
24
+ 2026-02-06 14:31:29,924 INFO ___FILE_ONLY___ ┌────────────────────────────────────────────────┐
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+ 2026-02-06 14:31:29,924 INFO ___FILE_ONLY___
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+
27
+ 2026-02-06 14:31:29,924 INFO ___FILE_ONLY___ │ These components will be installed. │
28
+ 2026-02-06 14:31:29,925 INFO ___FILE_ONLY___
29
+
30
+ 2026-02-06 14:31:29,925 INFO ___FILE_ONLY___ ├─────────────────────────┬────────────┬─────────┤
31
+ 2026-02-06 14:31:29,925 INFO ___FILE_ONLY___
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+
33
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34
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+
36
+ 2026-02-06 14:31:29,925 INFO ___FILE_ONLY___ ├─────────────────────────┼────────────┼─────────┤
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+ 2026-02-06 14:31:29,925 INFO ___FILE_ONLY___
38
+
39
+ 2026-02-06 14:31:29,925 INFO ___FILE_ONLY___ │
40
+ 2026-02-06 14:31:29,925 INFO ___FILE_ONLY___ gcloud Alpha Commands
41
+ 2026-02-06 14:31:29,925 INFO ___FILE_ONLY___
42
+ 2026-02-06 14:31:29,925 INFO ___FILE_ONLY___ │
43
+ 2026-02-06 14:31:29,926 INFO ___FILE_ONLY___ 2026.01.30
44
+ 2026-02-06 14:31:29,926 INFO ___FILE_ONLY___
45
+ 2026-02-06 14:31:29,926 INFO ___FILE_ONLY___ │
46
+ 2026-02-06 14:31:29,926 INFO ___FILE_ONLY___ < 1 MiB
47
+ 2026-02-06 14:31:29,926 INFO ___FILE_ONLY___
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+ 2026-02-06 14:31:29,926 INFO ___FILE_ONLY___ │
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+ 2026-02-06 14:31:29,926 INFO ___FILE_ONLY___
50
+
51
+ 2026-02-06 14:31:29,926 INFO ___FILE_ONLY___ │
52
+ 2026-02-06 14:31:29,926 INFO ___FILE_ONLY___ gcloud Beta Commands
53
+ 2026-02-06 14:31:29,926 INFO ___FILE_ONLY___
54
+ 2026-02-06 14:31:29,926 INFO ___FILE_ONLY___ │
55
+ 2026-02-06 14:31:29,926 INFO ___FILE_ONLY___ 2026.01.30
56
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57
+ 2026-02-06 14:31:29,927 INFO ___FILE_ONLY___ │
58
+ 2026-02-06 14:31:29,927 INFO ___FILE_ONLY___ < 1 MiB
59
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62
+
63
+ 2026-02-06 14:31:29,927 INFO ___FILE_ONLY___ │
64
+ 2026-02-06 14:31:29,927 INFO ___FILE_ONLY___ gcloud Preview Commands
65
+ 2026-02-06 14:31:29,927 INFO ___FILE_ONLY___
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+ 2026-02-06 14:31:29,928 INFO ___FILE_ONLY___ │
67
+ 2026-02-06 14:31:29,928 INFO ___FILE_ONLY___
68
+ 2026-02-06 14:31:29,928 INFO ___FILE_ONLY___
69
+ 2026-02-06 14:31:29,928 INFO ___FILE_ONLY___ │
70
+ 2026-02-06 14:31:29,928 INFO ___FILE_ONLY___ < 1 MiB
71
+ 2026-02-06 14:31:29,928 INFO ___FILE_ONLY___
72
+ 2026-02-06 14:31:29,929 INFO ___FILE_ONLY___ │
73
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74
+
75
+ 2026-02-06 14:31:29,929 INFO ___FILE_ONLY___ └─────────────────────────┴────────────┴─────────┘
76
+ 2026-02-06 14:31:29,929 INFO ___FILE_ONLY___
77
+
78
+ 2026-02-06 14:31:29,929 INFO ___FILE_ONLY___
79
+
80
+ 2026-02-06 14:31:29,930 DEBUG root On GCE from memory cache: False
81
+ 2026-02-06 14:31:29,931 DEBUG root On GCE from memory cache: False
82
+ 2026-02-06 14:31:29,932 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
83
+ 2026-02-06 14:31:31,037 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/RELEASE_NOTES HTTP/1.1" 200 348197
84
+ 2026-02-06 14:31:31,569 INFO ___FILE_ONLY___ For the latest full release notes, please visit:
85
+ https://cloud.google.com/sdk/release_notes
86
+
87
+
88
+ 2026-02-06 14:31:31,569 INFO ___FILE_ONLY___ Performing in place update...
89
+
90
+
91
+ 2026-02-06 14:31:31,571 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
92
+
93
+ 2026-02-06 14:31:31,571 INFO ___FILE_ONLY___ ╠═ Downloading: gcloud Alpha Commands ═╣
94
+
95
+ 2026-02-06 14:31:31,571 INFO ___FILE_ONLY___ ╚
96
+ 2026-02-06 14:31:31,572 DEBUG root On GCE from memory cache: False
97
+ 2026-02-06 14:31:31,574 DEBUG root On GCE from memory cache: False
98
+ 2026-02-06 14:31:31,575 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
99
+ 2026-02-06 14:31:32,722 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-alpha-20260130130055.tar.gz HTTP/1.1" 200 800
100
+ 2026-02-06 14:31:32,723 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
101
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+
103
+ 2026-02-06 14:31:32,725 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
104
+
105
+ 2026-02-06 14:31:32,725 INFO ___FILE_ONLY___ ╠═ Downloading: gcloud Beta Commands ═╣
106
+
107
+ 2026-02-06 14:31:32,725 INFO ___FILE_ONLY___ ╚
108
+ 2026-02-06 14:31:32,726 DEBUG root On GCE from memory cache: False
109
+ 2026-02-06 14:31:32,727 DEBUG root On GCE from memory cache: False
110
+ 2026-02-06 14:31:32,728 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
111
+ 2026-02-06 14:31:33,869 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-beta-20260130130055.tar.gz HTTP/1.1" 200 797
112
+ 2026-02-06 14:31:33,870 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
113
+ 2026-02-06 14:31:33,870 INFO ___FILE_ONLY___ ╝
114
+
115
+ 2026-02-06 14:31:33,872 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
116
+
117
+ 2026-02-06 14:31:33,872 INFO ___FILE_ONLY___ ╠═ Downloading: gcloud Preview Commands ═╣
118
+
119
+ 2026-02-06 14:31:33,873 INFO ___FILE_ONLY___ ╚
120
+ 2026-02-06 14:31:33,874 DEBUG root On GCE from memory cache: False
121
+ 2026-02-06 14:31:33,875 DEBUG root On GCE from memory cache: False
122
+ 2026-02-06 14:31:33,876 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
123
+ 2026-02-06 14:31:34,973 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-preview-20241115154308.tar.gz HTTP/1.1" 200 823
124
+ 2026-02-06 14:31:34,974 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
125
+ 2026-02-06 14:31:34,974 INFO ___FILE_ONLY___ ╝
126
+
127
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128
+
129
+ 2026-02-06 14:31:34,976 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Alpha Commands ═╣
130
+
131
+ 2026-02-06 14:31:34,976 INFO ___FILE_ONLY___ ╚
132
+ 2026-02-06 14:31:34,978 INFO ___FILE_ONLY___ ═══════════════════════════��════════════════════════════════
133
+ 2026-02-06 14:31:34,978 INFO ___FILE_ONLY___ ╝
134
+
135
+ 2026-02-06 14:31:34,985 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
136
+
137
+ 2026-02-06 14:31:34,985 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Beta Commands ═╣
138
+
139
+ 2026-02-06 14:31:34,985 INFO ___FILE_ONLY___ ╚
140
+ 2026-02-06 14:31:34,986 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
141
+ 2026-02-06 14:31:34,986 INFO ___FILE_ONLY___ ╝
142
+
143
+ 2026-02-06 14:31:34,991 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
144
+
145
+ 2026-02-06 14:31:34,991 INFO ___FILE_ONLY___ ╠═ Installing: gcloud Preview Commands ═╣
146
+
147
+ 2026-02-06 14:31:34,991 INFO ___FILE_ONLY___ ╚
148
+ 2026-02-06 14:31:34,992 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
149
+ 2026-02-06 14:31:34,992 INFO ___FILE_ONLY___ ╝
150
+
151
+ 2026-02-06 14:31:34,997 DEBUG root Updating notification cache...
152
+ 2026-02-06 14:31:34,997 INFO ___FILE_ONLY___
153
+
154
+ 2026-02-06 14:31:34,999 INFO ___FILE_ONLY___ Performing post processing steps...
155
+ 2026-02-06 14:31:34,999 DEBUG root Executing command: ['/tools/google-cloud-sdk/bin/gcloud', 'components', 'post-process']
156
+ 2026-02-06 14:31:44,119 DEBUG ___FILE_ONLY___
157
+ 2026-02-06 14:31:44,119 DEBUG ___FILE_ONLY___
158
+ 2026-02-06 14:31:44,266 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'}]
159
+ 2026-02-06 14:31:44,267 INFO ___FILE_ONLY___
160
+ Update done!
161
+
162
+
163
+ 2026-02-06 14:31:44,269 DEBUG root Chosen display Format:none
164
+ 2026-02-06 14:31:44,269 INFO root Display format: "none"
.config/logs/2026.02.06/14.31.35.535753.log ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ 2026-02-06 14:31:35,536 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2026-02-06 14:31:35,538 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
3
+ 2026-02-06 14:31:35,539 DEBUG root Running [gcloud.components.post-process] with arguments: []
4
+ 2026-02-06 14:31:43,966 DEBUG root Chosen display Format:none
5
+ 2026-02-06 14:31:43,967 INFO root Display format: "none"
.config/logs/2026.02.06/14.31.44.938153.log ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ 2026-02-06 14:31:44,939 DEBUG root Loaded Command Group: ['gcloud', 'config']
2
+ 2026-02-06 14:31:45,029 DEBUG root Loaded Command Group: ['gcloud', 'config', 'set']
3
+ 2026-02-06 14:31:45,032 DEBUG root Running [gcloud.config.set] with arguments: [SECTION/PROPERTY: "component_manager/disable_update_check", VALUE: "true"]
4
+ 2026-02-06 14:31:45,032 INFO ___FILE_ONLY___ Updated property [component_manager/disable_update_check].
5
+
6
+ 2026-02-06 14:31:45,033 DEBUG root Chosen display Format:default
7
+ 2026-02-06 14:31:45,034 INFO root Display format: "default"
8
+ 2026-02-06 14:31:45,040 DEBUG root SDK update checks are disabled.
.config/logs/2026.02.06/14.31.45.734270.log ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ 2026-02-06 14:31:45,735 DEBUG root Loaded Command Group: ['gcloud', 'config']
2
+ 2026-02-06 14:31:45,825 DEBUG root Loaded Command Group: ['gcloud', 'config', 'set']
3
+ 2026-02-06 14:31:45,827 DEBUG root Running [gcloud.config.set] with arguments: [SECTION/PROPERTY: "compute/gce_metadata_read_timeout_sec", VALUE: "0"]
4
+ 2026-02-06 14:31:45,828 INFO ___FILE_ONLY___ Updated property [compute/gce_metadata_read_timeout_sec].
5
+
6
+ 2026-02-06 14:31:45,829 DEBUG root Chosen display Format:default
7
+ 2026-02-06 14:31:45,829 INFO root Display format: "default"
8
+ 2026-02-06 14:31:45,834 DEBUG root SDK update checks are disabled.
.gitattributes CHANGED
@@ -58,3 +58,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
58
  # Video files - compressed
59
  *.mp4 filter=lfs diff=lfs merge=lfs -text
60
  *.webm filter=lfs diff=lfs merge=lfs -text
 
 
 
58
  # Video files - compressed
59
  *.mp4 filter=lfs diff=lfs merge=lfs -text
60
  *.webm filter=lfs diff=lfs merge=lfs -text
61
+ sample_data/mnist_test.csv filter=lfs diff=lfs merge=lfs -text
62
+ sample_data/mnist_train_small.csv filter=lfs diff=lfs merge=lfs -text
Dataset/README.dataset.txt ADDED
@@ -0,0 +1,71 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Pill Detection > isolate-objects
2
+ https://universe.roboflow.com/mohamed-attia-e2mor/pill-detection-llp4r
3
+
4
+ Provided by a Roboflow user
5
+ License: Public Domain
6
+
7
+ ## Background Information
8
+ This dataset was curated and annotated by [Mohamed Attia](https://www.linkedin.com/in/mohamed-attia-aa274a193/).
9
+
10
+ The original dataset *(v1)* is composed of 451 images of various pills that are present on a large variety of surfaces and objects.
11
+ ![Example of an Annotated Image from the Dataset](https://i.imgur.com/shZh1DV.jpeg)
12
+
13
+ The dataset is available under the Public License.
14
+
15
+ ## Getting Started
16
+ You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
17
+
18
+ ## Dataset Versions
19
+ ### Version 1 (v1) - 451 images
20
+ * Preprocessing: Auto-Orient and Resize (Stretch to 416x416)
21
+ * Augmentations: *No augmentations applied*
22
+ * Training Metrics: *This version of the dataset was not trained*
23
+
24
+ ### Version 2 (v2) - 1,083 images
25
+ * Preprocessing: Auto-Orient, Resize (Stretch to 416x416), all classes remapped (Modify Classes) to "pill"
26
+ * Augmentations:
27
+ 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
28
+ Crop: 0% Minimum Zoom, 77% Maximum Zoom
29
+ Rotation: Between -45° and +45°
30
+ Shear: ±15° Horizontal, ±15° Vertical
31
+ Hue: Between -22° and +22°
32
+ Saturation: Between -27% and +27%
33
+ Brightness: Between -33% and +33%
34
+ Exposure: Between -25% and +25%
35
+ Blur: Up to 3px
36
+ Noise: Up to 5% of pixels
37
+ Cutout: 3 boxes with 10% size each
38
+ Mosaic: Applied
39
+ Bounding Box: Brightness: Between -25% and +25%
40
+ * Training Metrics: Trained from the COCO Checkpoint in Public Models ("[transfer learning](https://blog.roboflow.com/a-primer-on-transfer-learning/)") on Roboflow
41
+ * mAP = 91.4%, precision = 61.1%, recall = 93.9%
42
+
43
+ ### Version 3 (v3) - 1,083 images
44
+ * Preprocessing: Auto-Orient, Resize (Stretch to 416x416), all classes remapped (Modify Classes) to "pill"
45
+ * Augmentations:
46
+ 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
47
+ Crop: 0% Minimum Zoom, 77% Maximum Zoom
48
+ Rotation: Between -45° and +45°
49
+ Shear: ±15° Horizontal, ±15° Vertical
50
+ Hue: Between -22° and +22°
51
+ Saturation: Between -27% and +27%
52
+ Brightness: Between -33% and +33%
53
+ Exposure: Between -25% and +25%
54
+ Blur: Up to 3px
55
+ Noise: Up to 5% of pixels
56
+ Cutout: 3 boxes with 10% size each
57
+ Mosaic: Applied
58
+ Bounding Box: Brightness: Between -25% and +25%
59
+ * Training Metrics: Trained from "scratch" (no transfer learning employed) on Roboflow
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+ * mAP = 84.3%, precision = 53.2%, recall = 86.7%
61
+
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+ ### Version 4 (v4) - 451 images
63
+ * Preprocessing: Auto-Orient, Resize (Stretch to 416x416), all classes remapped (Modify Classes) to "pill"
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+ * Augmentations: *No augmentations applied*
65
+ * Training Metrics: *This version of the dataset was not trained*
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+
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+ ### Version 5 (v5) - 496 images
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+ * Preprocessing: Auto-Orient, all classes remapped (Modify Classes) to "pill", [Isolate Objects](https://blog.roboflow.com/isolate-objects/)
69
+ * The Isolate Objects preprocessing step was added to convert this object detection project into a suitable format for export in OpenAI's CLIP annotation format so that it could be used as a classifcation model (classification dataset available here: https://universe.roboflow.com/mohamed-attia-e2mor/pill-classification)
70
+
71
+ Mohamed Attia - [LinkedIn](https://www.linkedin.com/in/mohamed-attia-aa274a193/)
Dataset/README.roboflow.txt ADDED
@@ -0,0 +1,28 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+
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+ Pill Detection - v5 isolate-objects
3
+ ==============================
4
+
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+ This dataset was exported via roboflow.com on October 26, 2024 at 4:19 AM GMT
6
+
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+ Roboflow is an end-to-end computer vision platform that helps you
8
+ * collaborate with your team on computer vision projects
9
+ * collect & organize images
10
+ * understand and search unstructured image data
11
+ * annotate, and create datasets
12
+ * export, train, and deploy computer vision models
13
+ * use active learning to improve your dataset over time
14
+
15
+ For state of the art Computer Vision training notebooks you can use with this dataset,
16
+ visit https://github.com/roboflow/notebooks
17
+
18
+ To find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com
19
+
20
+ The dataset includes 496 images.
21
+ Pills are annotated in YOLOv11 format.
22
+
23
+ The following pre-processing was applied to each image:
24
+ * Auto-orientation of pixel data (with EXIF-orientation stripping)
25
+
26
+ No image augmentation techniques were applied.
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+
28
+
Dataset/data.yaml ADDED
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+ train: ../train/images
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+ val: ../valid/images
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+ test: ../test/images
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+
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+ nc: 1
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+ names: ['pill']
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+
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+ roboflow:
9
+ workspace: mohamed-attia-e2mor
10
+ project: pill-detection-llp4r
11
+ version: 5
12
+ license: Public Domain
13
+ url: https://universe.roboflow.com/mohamed-attia-e2mor/pill-detection-llp4r/dataset/5
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