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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/2024.08.13/13.25.04.560730.log +764 -0
  11. .config/logs/2024.08.13/13.25.28.914591.log +5 -0
  12. .config/logs/2024.08.13/13.25.44.351490.log +123 -0
  13. .config/logs/2024.08.13/13.25.45.679285.log +5 -0
  14. .config/logs/2024.08.13/13.26.01.085715.log +8 -0
  15. .config/logs/2024.08.13/13.26.01.890863.log +8 -0
  16. README.md +2 -8
  17. app.py +24 -0
  18. houseplant-test-01.jpg +0 -0
  19. requirements.txt +3 -0
  20. vit-base-patch16-224-in21k-finetuned-housplants/README.md +82 -0
  21. vit-base-patch16-224-in21k-finetuned-housplants/all_results.json +13 -0
  22. vit-base-patch16-224-in21k-finetuned-housplants/checkpoint-14/config.json +32 -0
  23. vit-base-patch16-224-in21k-finetuned-housplants/checkpoint-14/model.safetensors +3 -0
  24. vit-base-patch16-224-in21k-finetuned-housplants/checkpoint-14/optimizer.pt +3 -0
  25. vit-base-patch16-224-in21k-finetuned-housplants/checkpoint-14/preprocessor_config.json +22 -0
  26. vit-base-patch16-224-in21k-finetuned-housplants/checkpoint-14/rng_state.pth +3 -0
  27. vit-base-patch16-224-in21k-finetuned-housplants/checkpoint-14/scheduler.pt +3 -0
  28. vit-base-patch16-224-in21k-finetuned-housplants/checkpoint-14/trainer_state.json +58 -0
  29. vit-base-patch16-224-in21k-finetuned-housplants/checkpoint-14/training_args.bin +3 -0
  30. vit-base-patch16-224-in21k-finetuned-housplants/checkpoint-21/config.json +32 -0
  31. vit-base-patch16-224-in21k-finetuned-housplants/checkpoint-21/model.safetensors +3 -0
  32. vit-base-patch16-224-in21k-finetuned-housplants/checkpoint-21/optimizer.pt +3 -0
  33. vit-base-patch16-224-in21k-finetuned-housplants/checkpoint-21/preprocessor_config.json +22 -0
  34. vit-base-patch16-224-in21k-finetuned-housplants/checkpoint-21/rng_state.pth +3 -0
  35. vit-base-patch16-224-in21k-finetuned-housplants/checkpoint-21/scheduler.pt +3 -0
  36. vit-base-patch16-224-in21k-finetuned-housplants/checkpoint-21/trainer_state.json +74 -0
  37. vit-base-patch16-224-in21k-finetuned-housplants/checkpoint-21/training_args.bin +3 -0
  38. vit-base-patch16-224-in21k-finetuned-housplants/checkpoint-28/config.json +32 -0
  39. vit-base-patch16-224-in21k-finetuned-housplants/checkpoint-28/model.safetensors +3 -0
  40. vit-base-patch16-224-in21k-finetuned-housplants/checkpoint-28/optimizer.pt +3 -0
  41. vit-base-patch16-224-in21k-finetuned-housplants/checkpoint-28/preprocessor_config.json +22 -0
  42. vit-base-patch16-224-in21k-finetuned-housplants/checkpoint-28/rng_state.pth +3 -0
  43. vit-base-patch16-224-in21k-finetuned-housplants/checkpoint-28/scheduler.pt +3 -0
  44. vit-base-patch16-224-in21k-finetuned-housplants/checkpoint-28/trainer_state.json +83 -0
  45. vit-base-patch16-224-in21k-finetuned-housplants/checkpoint-28/training_args.bin +3 -0
  46. vit-base-patch16-224-in21k-finetuned-housplants/checkpoint-35/config.json +32 -0
  47. vit-base-patch16-224-in21k-finetuned-housplants/checkpoint-35/model.safetensors +3 -0
  48. vit-base-patch16-224-in21k-finetuned-housplants/checkpoint-35/optimizer.pt +3 -0
  49. vit-base-patch16-224-in21k-finetuned-housplants/checkpoint-35/preprocessor_config.json +22 -0
  50. vit-base-patch16-224-in21k-finetuned-housplants/checkpoint-35/rng_state.pth +3 -0
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+ 2024-08-13 13:25:17,341 INFO ___FILE_ONLY___ ╠═ Downloading: Bundled Python 3.11 (Platform Specific) ═╣
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+ 2024-08-13 13:25:18,787 DEBUG urllib3.connectionpool https://dl.google.com:443 "GET /dl/cloudsdk/channels/rapid/components/google-cloud-sdk-gcloud-crc32c-linux-x86_64-20240712142834.tar.gz HTTP/1.1" 200 1350263
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473
+ 2024-08-13 13:25:18,813 INFO ___FILE_ONLY___ ╝
474
+
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+ 2024-08-13 13:25:18,816 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
476
+
477
+ 2024-08-13 13:25:18,816 INFO ___FILE_ONLY___ ╠═ Downloading: gcloud cli dependencies (Platform Specific) ═╣
478
+
479
+ 2024-08-13 13:25:18,817 INFO ___FILE_ONLY___ ╚
480
+ 2024-08-13 13:25:18,821 DEBUG urllib3.connectionpool Starting new HTTPS connection (1): dl.google.com:443
481
+ 2024-08-13 13:25:18,898 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
482
+ 2024-08-13 13:25:18,899 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
483
+ 2024-08-13 13:25:18,899 INFO ___FILE_ONLY___ ╝
484
+
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+ 2024-08-13 13:25:18,902 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
486
+
487
+ 2024-08-13 13:25:18,903 INFO ___FILE_ONLY___ ╠═ Installing: BigQuery Command Line Tool ═╣
488
+
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+ 2024-08-13 13:25:18,903 INFO ___FILE_ONLY___ ╚
490
+ 2024-08-13 13:25:19,052 INFO ___FILE_ONLY___ ═
491
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492
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509
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510
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511
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513
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514
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515
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530
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531
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532
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533
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534
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535
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536
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537
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538
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540
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541
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542
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543
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544
+ 2024-08-13 13:25:19,288 INFO ___FILE_ONLY___ ═
545
+ 2024-08-13 13:25:19,291 INFO ___FILE_ONLY___ ═
546
+ 2024-08-13 13:25:19,295 INFO ___FILE_ONLY___ ═
547
+ 2024-08-13 13:25:19,299 INFO ___FILE_ONLY___ ═
548
+ 2024-08-13 13:25:19,302 INFO ___FILE_ONLY___ ═
549
+ 2024-08-13 13:25:19,306 INFO ___FILE_ONLY___ ═
550
+ 2024-08-13 13:25:19,306 INFO ___FILE_ONLY___ ╝
551
+
552
+ 2024-08-13 13:25:19,324 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
553
+
554
+ 2024-08-13 13:25:19,325 INFO ___FILE_ONLY___ ╠═ Installing: BigQuery Command Line Tool (Platform Spec... ═╣
555
+
556
+ 2024-08-13 13:25:19,325 INFO ___FILE_ONLY___ ╚
557
+ 2024-08-13 13:25:19,327 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
558
+ 2024-08-13 13:25:19,327 INFO ___FILE_ONLY___ ╝
559
+
560
+ 2024-08-13 13:25:19,335 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
561
+
562
+ 2024-08-13 13:25:19,335 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.11 ═╣
563
+
564
+ 2024-08-13 13:25:19,335 INFO ___FILE_ONLY___ ╚
565
+ 2024-08-13 13:25:19,341 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
566
+ 2024-08-13 13:25:19,341 INFO ___FILE_ONLY___ ╝
567
+
568
+ 2024-08-13 13:25:19,343 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
569
+
570
+ 2024-08-13 13:25:19,344 INFO ___FILE_ONLY___ ╠═ Installing: Bundled Python 3.11 (Platform Specific) ═╣
571
+
572
+ 2024-08-13 13:25:19,344 INFO ___FILE_ONLY___ ╚
573
+ 2024-08-13 13:25:21,787 INFO ___FILE_ONLY___ ═
574
+ 2024-08-13 13:25:21,813 INFO ___FILE_ONLY___ ═
575
+ 2024-08-13 13:25:21,841 INFO ___FILE_ONLY___ ═
576
+ 2024-08-13 13:25:21,867 INFO ___FILE_ONLY___ ═
577
+ 2024-08-13 13:25:21,894 INFO ___FILE_ONLY___ ═
578
+ 2024-08-13 13:25:21,921 INFO ___FILE_ONLY___ ═
579
+ 2024-08-13 13:25:21,947 INFO ___FILE_ONLY___ ═
580
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581
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582
+ 2024-08-13 13:25:22,025 INFO ___FILE_ONLY___ ═
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
+ 2024-08-13 13:25:22,318 INFO ___FILE_ONLY___ ═
594
+ 2024-08-13 13:25:22,344 INFO ___FILE_ONLY___ ═
595
+ 2024-08-13 13:25:22,370 INFO ___FILE_ONLY___ ═
596
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597
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598
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599
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600
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601
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602
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603
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604
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605
+ 2024-08-13 13:25:22,638 INFO ___FILE_ONLY___ ═
606
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607
+ 2024-08-13 13:25:23,165 INFO ___FILE_ONLY___ ═
608
+ 2024-08-13 13:25:23,203 INFO ___FILE_ONLY___ ═
609
+ 2024-08-13 13:25:23,233 INFO ___FILE_ONLY___ ═
610
+ 2024-08-13 13:25:23,263 INFO ___FILE_ONLY___ ═
611
+ 2024-08-13 13:25:23,299 INFO ___FILE_ONLY___ ═
612
+ 2024-08-13 13:25:23,343 INFO ___FILE_ONLY___ ═
613
+ 2024-08-13 13:25:23,382 INFO ___FILE_ONLY___ ═
614
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615
+ 2024-08-13 13:25:23,595 INFO ___FILE_ONLY___ ═
616
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617
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618
+ 2024-08-13 13:25:23,782 INFO ___FILE_ONLY___ ═
619
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620
+ 2024-08-13 13:25:23,855 INFO ___FILE_ONLY___ ═
621
+ 2024-08-13 13:25:23,888 INFO ___FILE_ONLY___ ═
622
+ 2024-08-13 13:25:23,930 INFO ___FILE_ONLY___ ═
623
+ 2024-08-13 13:25:23,970 INFO ___FILE_ONLY___ ═
624
+ 2024-08-13 13:25:24,037 INFO ___FILE_ONLY___ ═
625
+ 2024-08-13 13:25:24,070 INFO ___FILE_ONLY___ ═
626
+ 2024-08-13 13:25:24,103 INFO ___FILE_ONLY___ ═
627
+ 2024-08-13 13:25:24,142 INFO ___FILE_ONLY___ ═
628
+ 2024-08-13 13:25:24,180 INFO ___FILE_ONLY___ ═
629
+ 2024-08-13 13:25:24,225 INFO ___FILE_ONLY___ ═
630
+ 2024-08-13 13:25:25,651 INFO ___FILE_ONLY___ ═
631
+ 2024-08-13 13:25:25,681 INFO ___FILE_ONLY___ ═
632
+ 2024-08-13 13:25:25,711 INFO ___FILE_ONLY___ ═
633
+ 2024-08-13 13:25:25,711 INFO ___FILE_ONLY___ ╝
634
+
635
+ 2024-08-13 13:25:25,841 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
636
+
637
+ 2024-08-13 13:25:25,842 INFO ___FILE_ONLY___ ╠═ Installing: Cloud Storage Command Line Tool ═╣
638
+
639
+ 2024-08-13 13:25:25,842 INFO ___FILE_ONLY___ ╚
640
+ 2024-08-13 13:25:26,696 INFO ___FILE_ONLY___ ═
641
+ 2024-08-13 13:25:26,719 INFO ___FILE_ONLY___ ═
642
+ 2024-08-13 13:25:26,743 INFO ___FILE_ONLY___ ═
643
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644
+ 2024-08-13 13:25:26,802 INFO ___FILE_ONLY___ ═
645
+ 2024-08-13 13:25:26,835 INFO ___FILE_ONLY___ ═
646
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647
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648
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649
+ 2024-08-13 13:25:26,943 INFO ___FILE_ONLY___ ═
650
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651
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652
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653
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654
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655
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656
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657
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658
+ 2024-08-13 13:25:27,175 INFO ___FILE_ONLY___ ═
659
+ 2024-08-13 13:25:27,196 INFO ___FILE_ONLY___ ═
660
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661
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662
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663
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664
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665
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666
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667
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668
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669
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670
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673
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675
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677
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681
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682
+ 2024-08-13 13:25:27,734 INFO ___FILE_ONLY___ ═
683
+ 2024-08-13 13:25:27,760 INFO ___FILE_ONLY___ ═
684
+ 2024-08-13 13:25:27,785 INFO ___FILE_ONLY___ ═
685
+ 2024-08-13 13:25:27,809 INFO ___FILE_ONLY___ ═
686
+ 2024-08-13 13:25:27,835 INFO ___FILE_ONLY___ ═
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+ 2024-08-13 13:25:27,857 INFO ___FILE_ONLY___ ═
688
+ 2024-08-13 13:25:27,883 INFO ___FILE_ONLY___ ═
689
+ 2024-08-13 13:25:27,905 INFO ___FILE_ONLY___ ═
690
+ 2024-08-13 13:25:27,925 INFO ___FILE_ONLY___ ═
691
+ 2024-08-13 13:25:27,946 INFO ___FILE_ONLY___ ═
692
+ 2024-08-13 13:25:27,971 INFO ___FILE_ONLY___ ═
693
+ 2024-08-13 13:25:27,990 INFO ___FILE_ONLY___ ═
694
+ 2024-08-13 13:25:28,011 INFO ___FILE_ONLY___ ═
695
+ 2024-08-13 13:25:28,030 INFO ___FILE_ONLY___ ═
696
+ 2024-08-13 13:25:28,050 INFO ___FILE_ONLY___ ═
697
+ 2024-08-13 13:25:28,084 INFO ___FILE_ONLY___ ═
698
+ 2024-08-13 13:25:28,113 INFO ___FILE_ONLY___ ═
699
+ 2024-08-13 13:25:28,142 INFO ___FILE_ONLY___ ═
700
+ 2024-08-13 13:25:28,143 INFO ___FILE_ONLY___ ╝
701
+
702
+ 2024-08-13 13:25:28,225 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
703
+
704
+ 2024-08-13 13:25:28,226 INFO ___FILE_ONLY___ ╠═ Installing: Cloud Storage Command Line Tool (Platform... ═╣
705
+
706
+ 2024-08-13 13:25:28,226 INFO ___FILE_ONLY___ ╚
707
+ 2024-08-13 13:25:28,227 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
708
+ 2024-08-13 13:25:28,227 INFO ___FILE_ONLY___ ╝
709
+
710
+ 2024-08-13 13:25:28,235 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
711
+
712
+ 2024-08-13 13:25:28,235 INFO ___FILE_ONLY___ ╠═ Installing: Default set of gcloud commands ═╣
713
+
714
+ 2024-08-13 13:25:28,235 INFO ___FILE_ONLY___ ╚
715
+ 2024-08-13 13:25:28,241 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
716
+ 2024-08-13 13:25:28,241 INFO ___FILE_ONLY___ ╝
717
+
718
+ 2024-08-13 13:25:28,243 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
719
+
720
+ 2024-08-13 13:25:28,244 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CLI Core Libraries (Platform... ═╣
721
+
722
+ 2024-08-13 13:25:28,244 INFO ___FILE_ONLY___ ╚
723
+ 2024-08-13 13:25:28,245 INFO ___FILE_ONLY___ ══════════════════════════════
724
+ 2024-08-13 13:25:28,246 INFO ___FILE_ONLY___ ══════════════════════════════
725
+ 2024-08-13 13:25:28,246 INFO ___FILE_ONLY___ ╝
726
+
727
+ 2024-08-13 13:25:28,254 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
728
+
729
+ 2024-08-13 13:25:28,254 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CRC32C Hash Tool ═╣
730
+
731
+ 2024-08-13 13:25:28,254 INFO ___FILE_ONLY___ ╚
732
+ 2024-08-13 13:25:28,260 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
733
+ 2024-08-13 13:25:28,260 INFO ___FILE_ONLY___ ╝
734
+
735
+ 2024-08-13 13:25:28,263 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
736
+
737
+ 2024-08-13 13:25:28,263 INFO ___FILE_ONLY___ ╠═ Installing: Google Cloud CRC32C Hash Tool (Platform S... ═╣
738
+
739
+ 2024-08-13 13:25:28,263 INFO ___FILE_ONLY___ ╚
740
+ 2024-08-13 13:25:28,303 INFO ___FILE_ONLY___ ══════════════════════════════
741
+ 2024-08-13 13:25:28,304 INFO ___FILE_ONLY___ ══════════════════════════════
742
+ 2024-08-13 13:25:28,304 INFO ___FILE_ONLY___ ╝
743
+
744
+ 2024-08-13 13:25:28,313 INFO ___FILE_ONLY___ ╔════════════════════════════════════════════════════════════╗
745
+
746
+ 2024-08-13 13:25:28,313 INFO ___FILE_ONLY___ ╠═ Installing: gcloud cli dependencies (Platform Specific) ═╣
747
+
748
+ 2024-08-13 13:25:28,313 INFO ___FILE_ONLY___ ╚
749
+ 2024-08-13 13:25:28,314 INFO ___FILE_ONLY___ ════════════════════════════════════════════════════════════
750
+ 2024-08-13 13:25:28,314 INFO ___FILE_ONLY___ ╝
751
+
752
+ 2024-08-13 13:25:28,324 DEBUG root Updating notification cache...
753
+ 2024-08-13 13:25:28,325 INFO ___FILE_ONLY___
754
+
755
+ 2024-08-13 13:25:28,327 INFO ___FILE_ONLY___ Performing post processing steps...
756
+ 2024-08-13 13:25:28,328 DEBUG root Executing command: ['/tools/google-cloud-sdk/bin/gcloud', 'components', 'post-process']
757
+ 2024-08-13 13:25:43,426 DEBUG ___FILE_ONLY___
758
+ 2024-08-13 13:25:43,426 DEBUG ___FILE_ONLY___
759
+ 2024-08-13 13:25:43,617 INFO ___FILE_ONLY___
760
+ Update done!
761
+
762
+
763
+ 2024-08-13 13:25:43,622 DEBUG root Chosen display Format:none
764
+ 2024-08-13 13:25:43,622 INFO root Display format: "none"
.config/logs/2024.08.13/13.25.28.914591.log ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ 2024-08-13 13:25:28,915 DEBUG root Loaded Command Group: ['gcloud', 'components']
2
+ 2024-08-13 13:25:28,918 DEBUG root Loaded Command Group: ['gcloud', 'components', 'post_process']
3
+ 2024-08-13 13:25:28,921 DEBUG root Running [gcloud.components.post-process] with arguments: []
4
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README.md CHANGED
@@ -1,12 +1,6 @@
1
  ---
2
- title: Houseplant Image Classifier
3
- emoji: 🏃
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- colorFrom: pink
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- colorTo: gray
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  sdk: gradio
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  sdk_version: 4.41.0
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- app_file: app.py
9
- pinned: false
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  ---
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-
12
- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
1
  ---
2
+ title: houseplant-image-classifier
3
+ app_file: app.py
 
 
4
  sdk: gradio
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6
  ---
 
 
app.py ADDED
@@ -0,0 +1,24 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+
2
+ import gradio as gr
3
+ from transformers import pipeline
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+
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+ def image_classifier(image):
6
+ pipe = pipeline("image-classification", "bhargob11/vit-base-patch16-224-in21k-finetuned-housplants")
7
+ output = pipe(image)
8
+ best_prediction = max(output, key=lambda x: x['score'])
9
+ best_label = best_prediction['label']
10
+
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+ return best_label
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+
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+ gr.close_all()
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+
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+
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+ demo = gr.Interface(fn=image_classifier,
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+ inputs=[gr.Image(label="Upload image", type="pil")],
18
+ outputs=[gr.Textbox(label="Category")],
19
+ title="Image Classification with Fine-Tuned ViT Model",
20
+ description="Classify any houseplant images",
21
+ allow_flagging="never")
22
+ # examples=["christmas_dog.jpeg", "bird_flight.jpeg", "cow.jpeg"])
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+
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+ demo.launch(share=True) # server_port=int(os.environ['PORT1'])
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requirements.txt ADDED
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+
2
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vit-base-patch16-224-in21k-finetuned-housplants/README.md ADDED
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1
+ ---
2
+ license: apache-2.0
3
+ base_model: google/vit-base-patch16-224-in21k
4
+ tags:
5
+ - generated_from_trainer
6
+ datasets:
7
+ - imagefolder
8
+ metrics:
9
+ - accuracy
10
+ model-index:
11
+ - name: vit-base-patch16-224-in21k-finetuned-housplants
12
+ results:
13
+ - task:
14
+ name: Image Classification
15
+ type: image-classification
16
+ dataset:
17
+ name: imagefolder
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+ type: imagefolder
19
+ config: default
20
+ split: train
21
+ args: default
22
+ metrics:
23
+ - name: Accuracy
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+ type: accuracy
25
+ value: 0.8673469387755102
26
+ ---
27
+
28
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
29
+ should probably proofread and complete it, then remove this comment. -->
30
+
31
+ # vit-base-patch16-224-in21k-finetuned-housplants
32
+
33
+ This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on the imagefolder dataset.
34
+ It achieves the following results on the evaluation set:
35
+ - Loss: 0.4007
36
+ - Accuracy: 0.8673
37
+
38
+ ## Model description
39
+
40
+ More information needed
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+
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+ ## Intended uses & limitations
43
+
44
+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
51
+
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+ ### Training hyperparameters
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+
54
+ The following hyperparameters were used during training:
55
+ - learning_rate: 5e-05
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+ - train_batch_size: 32
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+ - eval_batch_size: 32
58
+ - seed: 42
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+ - gradient_accumulation_steps: 4
60
+ - total_train_batch_size: 128
61
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
62
+ - lr_scheduler_type: linear
63
+ - lr_scheduler_warmup_ratio: 0.1
64
+ - num_epochs: 5
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+
66
+ ### Training results
67
+
68
+ | Training Loss | Epoch | Step | Validation Loss | Accuracy |
69
+ |:-------------:|:-----:|:----:|:---------------:|:--------:|
70
+ | No log | 1.0 | 7 | 0.6191 | 0.7347 |
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+ | 0.663 | 2.0 | 14 | 0.4970 | 0.8571 |
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+ | 0.5043 | 3.0 | 21 | 0.4365 | 0.8571 |
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+ | 0.5043 | 4.0 | 28 | 0.4007 | 0.8673 |
74
+ | 0.3979 | 5.0 | 35 | 0.3899 | 0.8673 |
75
+
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+
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+ ### Framework versions
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+
79
+ - Transformers 4.42.4
80
+ - Pytorch 2.3.1+cu121
81
+ - Datasets 2.21.0
82
+ - Tokenizers 0.19.1
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