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AliBalapour
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AF3AD

PyTorch
3d-anomaly-detection
point-cloud
real3d-ad
anomalyshapenet
af3ad
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AliBalapour commited on
Commit
3b1acfc
·
1 Parent(s): 75a06db

feat: add 30 categories of asn checkpoints

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Files changed (50) hide show
  1. AnomalyShapeNet/ashtray0/2026-07-08_03-09-30_final.pth +3 -0
  2. AnomalyShapeNet/ashtray0/ckpts/ashtray0.pth +3 -0
  3. AnomalyShapeNet/ashtray0/po3ad_eval_anomalyshapenet.yaml +12 -0
  4. AnomalyShapeNet/bag0/2026-07-08_03-09-30_final.pth +3 -0
  5. AnomalyShapeNet/bag0/ckpts/bag0.pth +3 -0
  6. AnomalyShapeNet/bag0/po3ad_eval_anomalyshapenet.yaml +12 -0
  7. AnomalyShapeNet/bottle0/2026-07-07_16-58-42_best.pth +3 -0
  8. AnomalyShapeNet/bottle0/ckpts/bottle0.pth +3 -0
  9. AnomalyShapeNet/bottle0/po3ad_eval_anomalyshapenet.yaml +12 -0
  10. AnomalyShapeNet/bottle3/2026-07-08_03-18-06_best.pth +3 -0
  11. AnomalyShapeNet/bottle3/ckpts/bottle3.pth +3 -0
  12. AnomalyShapeNet/bottle3/po3ad_eval_anomalyshapenet.yaml +12 -0
  13. AnomalyShapeNet/bowl0/2026-07-08_03-18-10_final.pth +3 -0
  14. AnomalyShapeNet/bowl0/ckpts/bowl0.pth +3 -0
  15. AnomalyShapeNet/bowl0/po3ad_eval_anomalyshapenet.yaml +12 -0
  16. AnomalyShapeNet/bowl3/2026-07-07_16-59-00_best.pth +3 -0
  17. AnomalyShapeNet/bowl3/ckpts/bowl3.pth +3 -0
  18. AnomalyShapeNet/bowl3/po3ad_eval_anomalyshapenet.yaml +12 -0
  19. AnomalyShapeNet/bowl4/2026-07-07_16-59-00_final.pth +3 -0
  20. AnomalyShapeNet/bowl4/ckpts/bowl4.pth +3 -0
  21. AnomalyShapeNet/bowl4/po3ad_eval_anomalyshapenet.yaml +12 -0
  22. AnomalyShapeNet/bowl5/2026-07-08_03-26-47_final.pth +3 -0
  23. AnomalyShapeNet/bowl5/ckpts/bowl5.pth +3 -0
  24. AnomalyShapeNet/bowl5/po3ad_eval_anomalyshapenet.yaml +12 -0
  25. AnomalyShapeNet/bucket1/2026-07-08_03-26-47_final.pth +3 -0
  26. AnomalyShapeNet/bucket1/ckpts/bucket1.pth +3 -0
  27. AnomalyShapeNet/bucket1/po3ad_eval_anomalyshapenet.yaml +12 -0
  28. AnomalyShapeNet/cap0/2026-07-08_03-26-47_best.pth +3 -0
  29. AnomalyShapeNet/cap0/ckpts/cap0.pth +3 -0
  30. AnomalyShapeNet/cap0/po3ad_eval_anomalyshapenet.yaml +12 -0
  31. AnomalyShapeNet/cap3/2026-07-08_04-38-16_final.pth +3 -0
  32. AnomalyShapeNet/cap3/ckpts/cap3.pth +3 -0
  33. AnomalyShapeNet/cap3/po3ad_eval_anomalyshapenet.yaml +12 -0
  34. AnomalyShapeNet/cap5/2026-07-07_17-02-57_final.pth +3 -0
  35. AnomalyShapeNet/cap5/ckpts/cap5.pth +3 -0
  36. AnomalyShapeNet/cap5/po3ad_eval_anomalyshapenet.yaml +12 -0
  37. AnomalyShapeNet/cup0/2026-07-08_04-38-16_best.pth +3 -0
  38. AnomalyShapeNet/cup0/ckpts/cup0.pth +3 -0
  39. AnomalyShapeNet/cup0/po3ad_eval_anomalyshapenet.yaml +12 -0
  40. AnomalyShapeNet/eraser0/2026-07-07_17-02-57_best.pth +3 -0
  41. AnomalyShapeNet/eraser0/ckpts/eraser0.pth +3 -0
  42. AnomalyShapeNet/eraser0/po3ad_eval_anomalyshapenet.yaml +12 -0
  43. AnomalyShapeNet/eval_commands.sh +33 -0
  44. AnomalyShapeNet/headset0/2026-07-08_04-42-37_best.pth +3 -0
  45. AnomalyShapeNet/headset0/ckpts/headset0.pth +3 -0
  46. AnomalyShapeNet/headset0/po3ad_eval_anomalyshapenet.yaml +12 -0
  47. AnomalyShapeNet/headset1/2026-07-08_04-42-23_best.pth +3 -0
  48. AnomalyShapeNet/headset1/ckpts/headset1.pth +3 -0
  49. AnomalyShapeNet/headset1/po3ad_eval_anomalyshapenet.yaml +12 -0
  50. AnomalyShapeNet/helmet0/2026-07-08_04-42-36_final.pth +3 -0
AnomalyShapeNet/ashtray0/2026-07-08_03-09-30_final.pth ADDED
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AnomalyShapeNet/ashtray0/ckpts/ashtray0.pth ADDED
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AnomalyShapeNet/ashtray0/po3ad_eval_anomalyshapenet.yaml ADDED
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+ dataset:
2
+ name: AnomalyShapeNet
3
+ base_dir: data/AnomalyShapeNet/dataset
4
+ category: ashtray0
5
+
6
+ model:
7
+ voxel_size: 0.03
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+ offset_head_variant: multi_head
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+ offset_hidden_dim: 128
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+
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+ logging:
12
+ output_dir: ckpts/AnomalyShapeNet/ashtray0/eval_outputs
AnomalyShapeNet/bag0/2026-07-08_03-09-30_final.pth ADDED
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AnomalyShapeNet/bag0/ckpts/bag0.pth ADDED
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AnomalyShapeNet/bag0/po3ad_eval_anomalyshapenet.yaml ADDED
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+ dataset:
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+ name: AnomalyShapeNet
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+ base_dir: data/AnomalyShapeNet/dataset
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+ category: bag0
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+
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+ model:
7
+ voxel_size: 0.03
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+ offset_head_variant: multi_head
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+ offset_hidden_dim: 128
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+
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+ logging:
12
+ output_dir: ckpts/AnomalyShapeNet/bag0/eval_outputs
AnomalyShapeNet/bottle0/2026-07-07_16-58-42_best.pth ADDED
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AnomalyShapeNet/bottle0/ckpts/bottle0.pth ADDED
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AnomalyShapeNet/bottle0/po3ad_eval_anomalyshapenet.yaml ADDED
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+ dataset:
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+ name: AnomalyShapeNet
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+ base_dir: data/AnomalyShapeNet/dataset
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+ category: bottle0
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+
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+ model:
7
+ voxel_size: 0.03
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+ offset_head_variant: multi_head
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+ offset_hidden_dim: 128
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+
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+ logging:
12
+ output_dir: ckpts/AnomalyShapeNet/bottle0/eval_outputs
AnomalyShapeNet/bottle3/2026-07-08_03-18-06_best.pth ADDED
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AnomalyShapeNet/bottle3/ckpts/bottle3.pth ADDED
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AnomalyShapeNet/bottle3/po3ad_eval_anomalyshapenet.yaml ADDED
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+ dataset:
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+ name: AnomalyShapeNet
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+ base_dir: data/AnomalyShapeNet/dataset
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+ category: bottle3
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+
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+ model:
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+ voxel_size: 0.03
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+ offset_head_variant: multi_head
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+ offset_hidden_dim: 128
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+
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+ logging:
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+ output_dir: ckpts/AnomalyShapeNet/bottle3/eval_outputs
AnomalyShapeNet/bowl0/2026-07-08_03-18-10_final.pth ADDED
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AnomalyShapeNet/bowl0/ckpts/bowl0.pth ADDED
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AnomalyShapeNet/bowl0/po3ad_eval_anomalyshapenet.yaml ADDED
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+ dataset:
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+ name: AnomalyShapeNet
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+ base_dir: data/AnomalyShapeNet/dataset
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+ category: bowl0
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+
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+ model:
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+ voxel_size: 0.03
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+ offset_head_variant: multi_head
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+ offset_hidden_dim: 128
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+
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+ logging:
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+ output_dir: ckpts/AnomalyShapeNet/bowl0/eval_outputs
AnomalyShapeNet/bowl3/2026-07-07_16-59-00_best.pth ADDED
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AnomalyShapeNet/bowl3/ckpts/bowl3.pth ADDED
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AnomalyShapeNet/bowl3/po3ad_eval_anomalyshapenet.yaml ADDED
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+ dataset:
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+ name: AnomalyShapeNet
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+ base_dir: data/AnomalyShapeNet/dataset
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+ category: bowl3
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+
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+ model:
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+ voxel_size: 0.03
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+ offset_head_variant: multi_head
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+ offset_hidden_dim: 128
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+
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+ logging:
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+ output_dir: ckpts/AnomalyShapeNet/bowl3/eval_outputs
AnomalyShapeNet/bowl4/2026-07-07_16-59-00_final.pth ADDED
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+ name: AnomalyShapeNet
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+ base_dir: data/AnomalyShapeNet/dataset
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+ category: bowl4
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+ model:
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+ voxel_size: 0.03
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+ offset_head_variant: multi_head
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+ offset_hidden_dim: 128
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+ logging:
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+ output_dir: ckpts/AnomalyShapeNet/bowl4/eval_outputs
AnomalyShapeNet/bowl5/2026-07-08_03-26-47_final.pth ADDED
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AnomalyShapeNet/bowl5/po3ad_eval_anomalyshapenet.yaml ADDED
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+ name: AnomalyShapeNet
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+ base_dir: data/AnomalyShapeNet/dataset
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+ category: bowl5
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+
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+ model:
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+ voxel_size: 0.03
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+ offset_head_variant: multi_head
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+ offset_hidden_dim: 128
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+
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+ logging:
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+ output_dir: ckpts/AnomalyShapeNet/bowl5/eval_outputs
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+ name: AnomalyShapeNet
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+ base_dir: data/AnomalyShapeNet/dataset
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+ category: bucket1
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+
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+ model:
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+ voxel_size: 0.03
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+ offset_head_variant: multi_head
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+ offset_hidden_dim: 128
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+ logging:
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+ output_dir: ckpts/AnomalyShapeNet/bucket1/eval_outputs
AnomalyShapeNet/cap0/2026-07-08_03-26-47_best.pth ADDED
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+ name: AnomalyShapeNet
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+ base_dir: data/AnomalyShapeNet/dataset
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+ category: cap0
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+ model:
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+ voxel_size: 0.03
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+ offset_head_variant: multi_head
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+ offset_hidden_dim: 128
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+
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+ logging:
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+ output_dir: ckpts/AnomalyShapeNet/cap0/eval_outputs
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+ name: AnomalyShapeNet
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+ base_dir: data/AnomalyShapeNet/dataset
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+ category: cap3
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+ model:
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+ voxel_size: 0.03
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+ offset_head_variant: multi_head
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+ offset_hidden_dim: 128
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+
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+ logging:
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+ output_dir: ckpts/AnomalyShapeNet/cap3/eval_outputs
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+ name: AnomalyShapeNet
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+ base_dir: data/AnomalyShapeNet/dataset
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+ category: cap5
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+ voxel_size: 0.03
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+ logging:
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+ output_dir: ckpts/AnomalyShapeNet/cap5/eval_outputs
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+ name: AnomalyShapeNet
3
+ base_dir: data/AnomalyShapeNet/dataset
4
+ category: cup0
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+
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+ model:
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+ voxel_size: 0.03
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+ offset_head_variant: multi_head
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+ offset_hidden_dim: 128
10
+
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+ logging:
12
+ output_dir: ckpts/AnomalyShapeNet/cup0/eval_outputs
AnomalyShapeNet/eraser0/2026-07-07_17-02-57_best.pth ADDED
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AnomalyShapeNet/eraser0/po3ad_eval_anomalyshapenet.yaml ADDED
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+ dataset:
2
+ name: AnomalyShapeNet
3
+ base_dir: data/AnomalyShapeNet/dataset
4
+ category: eraser0
5
+
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+ model:
7
+ voxel_size: 0.03
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+ offset_head_variant: multi_head
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+ offset_hidden_dim: 128
10
+
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+ logging:
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+ output_dir: ckpts/AnomalyShapeNet/eraser0/eval_outputs
AnomalyShapeNet/eval_commands.sh ADDED
@@ -0,0 +1,33 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ #!/usr/bin/env bash
2
+ set -euo pipefail
3
+
4
+ python3 "scripts/evaluate_po3ad_checkpoint.py" --checkpoint "AF3AD_ckpts/AF3AD/AnomalyShapeNet/ashtray0/ckpts/ashtray0.pth" --config "AF3AD_ckpts/AF3AD/AnomalyShapeNet/ashtray0/po3ad_eval_anomalyshapenet.yaml"
5
+ python3 "scripts/evaluate_po3ad_checkpoint.py" --checkpoint "AF3AD_ckpts/AF3AD/AnomalyShapeNet/bag0/ckpts/bag0.pth" --config "AF3AD_ckpts/AF3AD/AnomalyShapeNet/bag0/po3ad_eval_anomalyshapenet.yaml"
6
+ python3 "scripts/evaluate_po3ad_checkpoint.py" --checkpoint "AF3AD_ckpts/AF3AD/AnomalyShapeNet/bottle0/ckpts/bottle0.pth" --config "AF3AD_ckpts/AF3AD/AnomalyShapeNet/bottle0/po3ad_eval_anomalyshapenet.yaml"
7
+ python3 "scripts/evaluate_po3ad_checkpoint.py" --checkpoint "AF3AD_ckpts/AF3AD/AnomalyShapeNet/bottle3/ckpts/bottle3.pth" --config "AF3AD_ckpts/AF3AD/AnomalyShapeNet/bottle3/po3ad_eval_anomalyshapenet.yaml"
8
+ python3 "scripts/evaluate_po3ad_checkpoint.py" --checkpoint "AF3AD_ckpts/AF3AD/AnomalyShapeNet/bowl0/ckpts/bowl0.pth" --config "AF3AD_ckpts/AF3AD/AnomalyShapeNet/bowl0/po3ad_eval_anomalyshapenet.yaml"
9
+ python3 "scripts/evaluate_po3ad_checkpoint.py" --checkpoint "AF3AD_ckpts/AF3AD/AnomalyShapeNet/bowl3/ckpts/bowl3.pth" --config "AF3AD_ckpts/AF3AD/AnomalyShapeNet/bowl3/po3ad_eval_anomalyshapenet.yaml"
10
+ python3 "scripts/evaluate_po3ad_checkpoint.py" --checkpoint "AF3AD_ckpts/AF3AD/AnomalyShapeNet/bowl4/ckpts/bowl4.pth" --config "AF3AD_ckpts/AF3AD/AnomalyShapeNet/bowl4/po3ad_eval_anomalyshapenet.yaml"
11
+ python3 "scripts/evaluate_po3ad_checkpoint.py" --checkpoint "AF3AD_ckpts/AF3AD/AnomalyShapeNet/bowl5/ckpts/bowl5.pth" --config "AF3AD_ckpts/AF3AD/AnomalyShapeNet/bowl5/po3ad_eval_anomalyshapenet.yaml"
12
+ python3 "scripts/evaluate_po3ad_checkpoint.py" --checkpoint "AF3AD_ckpts/AF3AD/AnomalyShapeNet/bucket1/ckpts/bucket1.pth" --config "AF3AD_ckpts/AF3AD/AnomalyShapeNet/bucket1/po3ad_eval_anomalyshapenet.yaml"
13
+ python3 "scripts/evaluate_po3ad_checkpoint.py" --checkpoint "AF3AD_ckpts/AF3AD/AnomalyShapeNet/cap0/ckpts/cap0.pth" --config "AF3AD_ckpts/AF3AD/AnomalyShapeNet/cap0/po3ad_eval_anomalyshapenet.yaml"
14
+ python3 "scripts/evaluate_po3ad_checkpoint.py" --checkpoint "AF3AD_ckpts/AF3AD/AnomalyShapeNet/cap3/ckpts/cap3.pth" --config "AF3AD_ckpts/AF3AD/AnomalyShapeNet/cap3/po3ad_eval_anomalyshapenet.yaml"
15
+ python3 "scripts/evaluate_po3ad_checkpoint.py" --checkpoint "AF3AD_ckpts/AF3AD/AnomalyShapeNet/cap5/ckpts/cap5.pth" --config "AF3AD_ckpts/AF3AD/AnomalyShapeNet/cap5/po3ad_eval_anomalyshapenet.yaml"
16
+ python3 "scripts/evaluate_po3ad_checkpoint.py" --checkpoint "AF3AD_ckpts/AF3AD/AnomalyShapeNet/cup0/ckpts/cup0.pth" --config "AF3AD_ckpts/AF3AD/AnomalyShapeNet/cup0/po3ad_eval_anomalyshapenet.yaml"
17
+ python3 "scripts/evaluate_po3ad_checkpoint.py" --checkpoint "AF3AD_ckpts/AF3AD/AnomalyShapeNet/eraser0/ckpts/eraser0.pth" --config "AF3AD_ckpts/AF3AD/AnomalyShapeNet/eraser0/po3ad_eval_anomalyshapenet.yaml"
18
+ python3 "scripts/evaluate_po3ad_checkpoint.py" --checkpoint "AF3AD_ckpts/AF3AD/AnomalyShapeNet/headset0/ckpts/headset0.pth" --config "AF3AD_ckpts/AF3AD/AnomalyShapeNet/headset0/po3ad_eval_anomalyshapenet.yaml"
19
+ python3 "scripts/evaluate_po3ad_checkpoint.py" --checkpoint "AF3AD_ckpts/AF3AD/AnomalyShapeNet/headset1/ckpts/headset1.pth" --config "AF3AD_ckpts/AF3AD/AnomalyShapeNet/headset1/po3ad_eval_anomalyshapenet.yaml"
20
+ python3 "scripts/evaluate_po3ad_checkpoint.py" --checkpoint "AF3AD_ckpts/AF3AD/AnomalyShapeNet/helmet0/ckpts/helmet0.pth" --config "AF3AD_ckpts/AF3AD/AnomalyShapeNet/helmet0/po3ad_eval_anomalyshapenet.yaml"
21
+ python3 "scripts/evaluate_po3ad_checkpoint.py" --checkpoint "AF3AD_ckpts/AF3AD/AnomalyShapeNet/helmet2/ckpts/helmet2.pth" --config "AF3AD_ckpts/AF3AD/AnomalyShapeNet/helmet2/po3ad_eval_anomalyshapenet.yaml"
22
+ python3 "scripts/evaluate_po3ad_checkpoint.py" --checkpoint "AF3AD_ckpts/AF3AD/AnomalyShapeNet/jar0/ckpts/jar0.pth" --config "AF3AD_ckpts/AF3AD/AnomalyShapeNet/jar0/po3ad_eval_anomalyshapenet.yaml"
23
+ python3 "scripts/evaluate_po3ad_checkpoint.py" --checkpoint "AF3AD_ckpts/AF3AD/AnomalyShapeNet/microphone0/ckpts/microphone0.pth" --config "AF3AD_ckpts/AF3AD/AnomalyShapeNet/microphone0/po3ad_eval_anomalyshapenet.yaml"
24
+ python3 "scripts/evaluate_po3ad_checkpoint.py" --checkpoint "AF3AD_ckpts/AF3AD/AnomalyShapeNet/tap1/ckpts/tap1.pth" --config "AF3AD_ckpts/AF3AD/AnomalyShapeNet/tap1/po3ad_eval_anomalyshapenet.yaml"
25
+ python3 "scripts/evaluate_po3ad_checkpoint.py" --checkpoint "AF3AD_ckpts/AF3AD/AnomalyShapeNet/vase0/ckpts/vase0.pth" --config "AF3AD_ckpts/AF3AD/AnomalyShapeNet/vase0/po3ad_eval_anomalyshapenet.yaml"
26
+ python3 "scripts/evaluate_po3ad_checkpoint.py" --checkpoint "AF3AD_ckpts/AF3AD/AnomalyShapeNet/vase1/ckpts/vase1.pth" --config "AF3AD_ckpts/AF3AD/AnomalyShapeNet/vase1/po3ad_eval_anomalyshapenet.yaml"
27
+ python3 "scripts/evaluate_po3ad_checkpoint.py" --checkpoint "AF3AD_ckpts/AF3AD/AnomalyShapeNet/vase2/ckpts/vase2.pth" --config "AF3AD_ckpts/AF3AD/AnomalyShapeNet/vase2/po3ad_eval_anomalyshapenet.yaml"
28
+ python3 "scripts/evaluate_po3ad_checkpoint.py" --checkpoint "AF3AD_ckpts/AF3AD/AnomalyShapeNet/vase3/ckpts/vase3.pth" --config "AF3AD_ckpts/AF3AD/AnomalyShapeNet/vase3/po3ad_eval_anomalyshapenet.yaml"
29
+ python3 "scripts/evaluate_po3ad_checkpoint.py" --checkpoint "AF3AD_ckpts/AF3AD/AnomalyShapeNet/vase4/ckpts/vase4.pth" --config "AF3AD_ckpts/AF3AD/AnomalyShapeNet/vase4/po3ad_eval_anomalyshapenet.yaml"
30
+ python3 "scripts/evaluate_po3ad_checkpoint.py" --checkpoint "AF3AD_ckpts/AF3AD/AnomalyShapeNet/vase5/ckpts/vase5.pth" --config "AF3AD_ckpts/AF3AD/AnomalyShapeNet/vase5/po3ad_eval_anomalyshapenet.yaml"
31
+ python3 "scripts/evaluate_po3ad_checkpoint.py" --checkpoint "AF3AD_ckpts/AF3AD/AnomalyShapeNet/vase7/ckpts/vase7.pth" --config "AF3AD_ckpts/AF3AD/AnomalyShapeNet/vase7/po3ad_eval_anomalyshapenet.yaml"
32
+ python3 "scripts/evaluate_po3ad_checkpoint.py" --checkpoint "AF3AD_ckpts/AF3AD/AnomalyShapeNet/vase8/ckpts/vase8.pth" --config "AF3AD_ckpts/AF3AD/AnomalyShapeNet/vase8/po3ad_eval_anomalyshapenet.yaml"
33
+ python3 "scripts/evaluate_po3ad_checkpoint.py" --checkpoint "AF3AD_ckpts/AF3AD/AnomalyShapeNet/vase9/ckpts/vase9.pth" --config "AF3AD_ckpts/AF3AD/AnomalyShapeNet/vase9/po3ad_eval_anomalyshapenet.yaml"
AnomalyShapeNet/headset0/2026-07-08_04-42-37_best.pth ADDED
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AnomalyShapeNet/headset0/po3ad_eval_anomalyshapenet.yaml ADDED
@@ -0,0 +1,12 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ name: AnomalyShapeNet
3
+ base_dir: data/AnomalyShapeNet/dataset
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+ category: headset0
5
+
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+ model:
7
+ voxel_size: 0.03
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+ offset_head_variant: multi_head
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+ offset_hidden_dim: 128
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+
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+ logging:
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+ output_dir: ckpts/AnomalyShapeNet/headset0/eval_outputs
AnomalyShapeNet/headset1/2026-07-08_04-42-23_best.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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AnomalyShapeNet/headset1/ckpts/headset1.pth ADDED
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AnomalyShapeNet/headset1/po3ad_eval_anomalyshapenet.yaml ADDED
@@ -0,0 +1,12 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ dataset:
2
+ name: AnomalyShapeNet
3
+ base_dir: data/AnomalyShapeNet/dataset
4
+ category: headset1
5
+
6
+ model:
7
+ voxel_size: 0.03
8
+ offset_head_variant: multi_head
9
+ offset_hidden_dim: 128
10
+
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+ logging:
12
+ output_dir: ckpts/AnomalyShapeNet/headset1/eval_outputs
AnomalyShapeNet/helmet0/2026-07-08_04-42-36_final.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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