--- library_name: transformers tags: [] --- ## Original result ``` IoU metric: bbox Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.000 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.000 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.000 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = -1.000 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.000 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.000 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.004 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.005 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.005 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = -1.000 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.000 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.005 ``` ## After training result ``` IoU metric: bbox Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.031 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.061 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.026 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = -1.000 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.000 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.031 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.063 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.097 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.110 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = -1.000 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.000 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.112 ``` ## Config - dataset: NIH - original model: hustvl/yolos-tiny - lr: 5e-06 - dropout_rate: 0.1 - weight_decay: 0.05 - max_epochs: 500 - train samples: 885 ## Logging ### Training process ``` {'validation_loss': tensor(6.6117, device='cuda:0'), 'validation_loss_ce': tensor(1.8345, device='cuda:0'), 'validation_loss_bbox': tensor(0.5845, device='cuda:0'), 'validation_loss_giou': tensor(0.9274, device='cuda:0'), 'validation_cardinality_error': tensor(16.9062, device='cuda:0')} {'training_loss': tensor(3.7877, device='cuda:0'), 'train_loss_ce': tensor(1.4007, device='cuda:0'), 'train_loss_bbox': tensor(0.2434, device='cuda:0'), 'train_loss_giou': tensor(0.5849, device='cuda:0'), 'train_cardinality_error': tensor(1., device='cuda:0'), 'validation_loss': tensor(3.8850, device='cuda:0'), 'validation_loss_ce': tensor(1.3982, device='cuda:0'), 'validation_loss_bbox': tensor(0.2301, device='cuda:0'), 'validation_loss_giou': tensor(0.6682, device='cuda:0'), 'validation_cardinality_error': tensor(1.3737, device='cuda:0')} {'training_loss': tensor(2.6493, 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'validation_loss': tensor(2.1851, device='cuda:0'), 'validation_loss_ce': tensor(0.4859, device='cuda:0'), 'validation_loss_bbox': tensor(0.1462, device='cuda:0'), 'validation_loss_giou': tensor(0.4842, device='cuda:0'), 'validation_cardinality_error': tensor(1.1212, device='cuda:0')} {'training_loss': tensor(0.2372, device='cuda:0'), 'train_loss_ce': tensor(0.1029, device='cuda:0'), 'train_loss_bbox': tensor(0.0122, device='cuda:0'), 'train_loss_giou': tensor(0.0366, device='cuda:0'), 'train_cardinality_error': tensor(0.6000, device='cuda:0'), 'validation_loss': tensor(2.1929, device='cuda:0'), 'validation_loss_ce': tensor(0.4953, device='cuda:0'), 'validation_loss_bbox': tensor(0.1481, device='cuda:0'), 'validation_loss_giou': tensor(0.4785, device='cuda:0'), 'validation_cardinality_error': tensor(1.0505, device='cuda:0')} {'training_loss': tensor(0.1698, device='cuda:0'), 'train_loss_ce': tensor(0.0754, device='cuda:0'), 'train_loss_bbox': tensor(0.0077, device='cuda:0'), 'train_loss_giou': tensor(0.0280, device='cuda:0'), 'train_cardinality_error': tensor(1.6000, device='cuda:0'), 'validation_loss': tensor(2.1856, device='cuda:0'), 'validation_loss_ce': tensor(0.4731, device='cuda:0'), 'validation_loss_bbox': tensor(0.1450, device='cuda:0'), 'validation_loss_giou': tensor(0.4938, device='cuda:0'), 'validation_cardinality_error': tensor(1.1313, device='cuda:0')} {'training_loss': tensor(0.3025, device='cuda:0'), 'train_loss_ce': tensor(0.1464, device='cuda:0'), 'train_loss_bbox': tensor(0.0105, device='cuda:0'), 'train_loss_giou': tensor(0.0517, device='cuda:0'), 'train_cardinality_error': tensor(1., device='cuda:0'), 'validation_loss': tensor(2.2047, device='cuda:0'), 'validation_loss_ce': tensor(0.4956, device='cuda:0'), 'validation_loss_bbox': tensor(0.1479, device='cuda:0'), 'validation_loss_giou': tensor(0.4847, device='cuda:0'), 'validation_cardinality_error': tensor(1.1313, device='cuda:0')} {'training_loss': tensor(0.2424, device='cuda:0'), 'train_loss_ce': tensor(0.1020, device='cuda:0'), 'train_loss_bbox': tensor(0.0097, device='cuda:0'), 'train_loss_giou': tensor(0.0459, device='cuda:0'), 'train_cardinality_error': tensor(0.8000, device='cuda:0'), 'validation_loss': tensor(2.1770, device='cuda:0'), 'validation_loss_ce': tensor(0.4897, device='cuda:0'), 'validation_loss_bbox': tensor(0.1448, device='cuda:0'), 'validation_loss_giou': tensor(0.4816, device='cuda:0'), 'validation_cardinality_error': tensor(1.1919, device='cuda:0')} {'training_loss': tensor(0.1836, device='cuda:0'), 'train_loss_ce': tensor(0.0903, device='cuda:0'), 'train_loss_bbox': tensor(0.0073, device='cuda:0'), 'train_loss_giou': tensor(0.0285, device='cuda:0'), 'train_cardinality_error': tensor(1., device='cuda:0'), 'validation_loss': tensor(2.2057, device='cuda:0'), 'validation_loss_ce': tensor(0.4968, device='cuda:0'), 'validation_loss_bbox': tensor(0.1479, device='cuda:0'), 'validation_loss_giou': tensor(0.4847, device='cuda:0'), 'validation_cardinality_error': tensor(1.1010, device='cuda:0')} ``` ## Examples {'size': tensor([512, 512]), 'image_id': tensor([1]), 'class_labels': tensor([4]), 'boxes': tensor([[0.2622, 0.5729, 0.0847, 0.0773]]), 'area': tensor([1717.9431]), 'iscrowd': tensor([0]), 'orig_size': tensor([1024, 1024])} ![Example](./example.png)