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carddd

instance-segmentation
car-damage
mask2former
detectron2
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Training update: epoch 20, iter 58120

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Files changed (4) hide show
  1. README.md +28 -42
  2. checkpoint_epoch20_iter58120.pth +3 -0
  3. metrics.json +0 -0
  4. model_latest.pth +2 -2
README.md CHANGED
@@ -37,30 +37,30 @@ metrics:
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  ## Latest Checkpoint
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- - **File:** `checkpoint_epoch18_iter52308.pth` (also available as `model_latest.pth`)
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- - **Iteration:** 52308
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- - **Epoch:** 18.0
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- - **Mask AP:** 30.2
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  ## Evaluation Results (Validation Set)
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  | Metric | Value |
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  |--------|-------|
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- | **Mask AP (all IoU)** | **30.2** |
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- | Mask AP50 | 51.8 |
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- | Mask AP75 | 28.7 |
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  **Per-class Mask AP:**
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  | Class | AP |
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  |-------|----|
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- | rach | 18.3 |
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- | mat_bo_phan | 51.8 |
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- | be_den | 27.1 |
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- | thung | 30.4 |
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- | tray_son | 13.5 |
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- | mop_lom | 14.2 |
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- | vo_kinh | 56.5 |
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  ## Training Progress
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@@ -68,39 +68,25 @@ metrics:
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  | Iteration | Total Loss |
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  |-----------|------------|
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- | 19 | 80.0333 |
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- | 5419 | 23.5117 |
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- | 8039 | 23.0966 |
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- | 13559 | 20.5402 |
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- | 19079 | 20.9881 |
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- | 24599 | 18.2386 |
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- | 30119 | 19.7927 |
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- | 35639 | 18.6320 |
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- | 41159 | 18.1398 |
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- | 46679 | 15.4354 |
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- | 52199 | 17.2230 |
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- | 52299 | 16.6227 |
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  **Mask AP over time:**
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  | Iteration | AP | AP50 |
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  |-----------|----|----|
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- | 8717 | 26.1 | 45.8 |
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- | 11623 | 27.1 | 46.6 |
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- | 14529 | 27.1 | 47.7 |
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- | 17435 | 28.2 | 48.2 |
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- | 20341 | 29.5 | 50.4 |
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- | 23247 | 28.9 | 50.0 |
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- | 26153 | 30.4 | 52.2 |
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- | 29059 | 30.0 | 51.4 |
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- | 31965 | 30.3 | 52.4 |
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- | 34871 | 30.1 | 51.5 |
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- | 37777 | 30.2 | 51.7 |
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- | 40683 | 31.0 | 52.8 |
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- | 43589 | 30.9 | 52.5 |
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- | 46495 | 30.9 | 52.6 |
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- | 49401 | 30.2 | 51.8 |
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  ---
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- *Last updated: 2026-04-07 23:31 UTC*
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  *Pushed automatically during training.*
 
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  ## Latest Checkpoint
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+ - **File:** `checkpoint_epoch20_iter58120.pth` (also available as `model_latest.pth`)
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+ - **Iteration:** 58120
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+ - **Epoch:** 20.0
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+ - **Mask AP:** 31.0
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  ## Evaluation Results (Validation Set)
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  | Metric | Value |
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  |--------|-------|
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+ | **Mask AP (all IoU)** | **31.0** |
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+ | Mask AP50 | 53.1 |
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+ | Mask AP75 | 29.2 |
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  **Per-class Mask AP:**
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  | Class | AP |
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  |-------|----|
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+ | rach | 18.2 |
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+ | mat_bo_phan | 50.6 |
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+ | be_den | 29.4 |
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+ | thung | 30.2 |
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+ | tray_son | 13.3 |
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+ | mop_lom | 15.0 |
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+ | vo_kinh | 60.2 |
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  ## Training Progress
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  | Iteration | Total Loss |
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  |-----------|------------|
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+ | 52319 | 13.9277 |
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+ | 52839 | 13.5971 |
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+ | 53419 | 16.2683 |
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+ | 53999 | 16.9431 |
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+ | 54579 | 16.7882 |
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+ | 55159 | 16.4679 |
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+ | 55719 | 15.9558 |
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+ | 56299 | 16.9190 |
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+ | 56879 | 16.8198 |
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+ | 57459 | 14.5411 |
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+ | 58039 | 14.4148 |
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+ | 58119 | 14.8459 |
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  **Mask AP over time:**
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  | Iteration | AP | AP50 |
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  |-----------|----|----|
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+ | 58119 | 31.0 | 53.1 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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+ *Last updated: 2026-04-08 21:31 UTC*
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  *Pushed automatically during training.*
checkpoint_epoch20_iter58120.pth ADDED
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metrics.json CHANGED
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model_latest.pth CHANGED
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