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336d7d3
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Add publicly-distributable animal-classifier (Open Images V7 CC-BY, EfficientNet-Lite0)

Browse files
animalClassification/animal-classifier/coreml/animal-classifier-labels.json ADDED
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+ {
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+ "labels": [
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+ "bird",
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+ "cat",
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+ "cow",
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+ "deer",
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+ "dog",
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+ "horse",
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+ "sheep",
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+ "squirrel"
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+ ],
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+ "input_size": 224,
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+ "num_classes": 8,
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+ "preprocess": {
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+ "normalize": "imagenet",
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+ "mean": [
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+ 0.485,
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+ 0.456,
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+ 0.406
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+ ],
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+ "std": [
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+ 0.229,
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+ 0.224,
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+ 0.225
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+ ],
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+ "channels": "RGB",
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+ "layout": "NCHW"
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+ },
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+ "arch": "efficientnet_lite0",
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+ "source": "Open Images V7 animal subset (largest-box crops per image), 8 classes; timm ImageNet1K pretrained, full fine-tune",
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+ "dataset": "Open Images V7 (Google)",
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+ "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",
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+ "output": "logits (apply softmax)",
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+ "best_val_acc": 0.8925
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+ }
animalClassification/animal-classifier/coreml/animal-classifier.mlpackage/Data/com.apple.CoreML/model.mlmodel ADDED
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animalClassification/animal-classifier/coreml/animal-classifier.mlpackage/Data/com.apple.CoreML/weights/weight.bin ADDED
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animalClassification/animal-classifier/coreml/animal-classifier.mlpackage/Manifest.json ADDED
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+ "4DFA6A89-B2BE-4671-8F09-4AEAC1286F4C": {
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+ "author": "com.apple.CoreML",
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+ "description": "CoreML Model Weights",
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+ "name": "weights",
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+ "path": "com.apple.CoreML/weights"
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+ },
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+ "9612404F-3A7A-443B-929A-2F320F2FFE12": {
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+ "author": "com.apple.CoreML",
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+ "description": "CoreML Model Specification",
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+ "name": "model.mlmodel",
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+ "path": "com.apple.CoreML/model.mlmodel"
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+ }
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+ "rootModelIdentifier": "9612404F-3A7A-443B-929A-2F320F2FFE12"
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+ }