| { | |
| "architecture": "resnet18", | |
| "num_classes": 10, | |
| "num_features": 512, | |
| "label_names": [ | |
| "ACTINOSPHAERIUM NUCLEOFILUM", | |
| "ARCELLA VULGARIS", | |
| "BLEPHARISMA AMERICANUM", | |
| "DIDINIUM NASUTUM", | |
| "DILEPTUS", | |
| "EUPLOTES EURYSTOMUS", | |
| "PARAMECIUM BURSARIA", | |
| "SPIROSTOMUM AMBIGUUM", | |
| "STENTOR COERULEUS", | |
| "VOLVOX" | |
| ], | |
| "pretrained_cfg": { | |
| "tag": "a1_in1k", | |
| "custom_load": false, | |
| "input_size": [ | |
| 3, | |
| 224, | |
| 224 | |
| ], | |
| "test_input_size": [ | |
| 3, | |
| 288, | |
| 288 | |
| ], | |
| "fixed_input_size": false, | |
| "interpolation": "bicubic", | |
| "crop_pct": 0.95, | |
| "test_crop_pct": 1.0, | |
| "crop_mode": "center", | |
| "mean": [ | |
| 0.485, | |
| 0.456, | |
| 0.406 | |
| ], | |
| "std": [ | |
| 0.229, | |
| 0.224, | |
| 0.225 | |
| ], | |
| "num_classes": 1000, | |
| "pool_size": [ | |
| 7, | |
| 7 | |
| ], | |
| "first_conv": "conv1", | |
| "classifier": "fc", | |
| "origin_url": "https://github.com/huggingface/pytorch-image-models", | |
| "paper_ids": "arXiv:2110.00476" | |
| }, | |
| "mean": [ | |
| 0.485, | |
| 0.456, | |
| 0.406 | |
| ], | |
| "std": [ | |
| 0.229, | |
| 0.224, | |
| 0.225 | |
| ], | |
| "layers": "layer4.1.bn2", | |
| "shape": "deep_plankton.gradcam.ReshapeTransformType.NO_TRANSFORM" | |
| } |