{ "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" }