{
  "labels": [
    "bird",
    "cat",
    "cow",
    "deer",
    "dog",
    "horse",
    "sheep",
    "squirrel"
  ],
  "input_size": 224,
  "num_classes": 8,
  "preprocess": {
    "normalize": "imagenet",
    "mean": [
      0.485,
      0.456,
      0.406
    ],
    "std": [
      0.229,
      0.224,
      0.225
    ],
    "channels": "RGB",
    "layout": "NCHW"
  },
  "arch": "efficientnet_lite0",
  "source": "Open Images V7 animal subset (largest-box crops per image), 8 classes; timm ImageNet1K pretrained, full fine-tune",
  "dataset": "Open Images V7 (Google)",
  "license": "dataset: images CC-BY 2.0 + annotations CC-BY 4.0 (permissive, commercial + redistributable with attribution); weights: Apache-2.0 (timm backbone) \u2014 publicly distributable",
  "output": "logits (apply softmax)",
  "best_val_acc": 0.8925
}