ligo-glitch-vit-cnn / src /model_config.json
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Initial release: ViT-B/16 and ResNet-50v2 for Gravity Spy glitch classification
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{
"models": {
"vit": {
"model_name": "vit_base_patch16_224.augreg_in21k_ft_in1k",
"architecture": "ViT-B/16",
"num_classes": 23,
"pretrained_source": "AugReg ImageNet-21k fine-tuned on ImageNet-1k",
"checkpoint_file": "vit_b16_gravityspy_o3.pt",
"input_size": 224,
"normalization": {
"mean": [0.485, 0.456, 0.406],
"std": [0.229, 0.224, 0.225]
}
},
"cnn": {
"model_name": "resnetv2_50x1_bit.goog_in21k_ft_in1k",
"architecture": "ResNet-50v2 BiT",
"num_classes": 23,
"pretrained_source": "ImageNet-21k fine-tuned on ImageNet-1k",
"checkpoint_file": "resnet50v2_gravityspy_o3.pt",
"input_size": 224,
"normalization": {
"mean": [0.485, 0.456, 0.406],
"std": [0.229, 0.224, 0.225]
}
}
},
"training": {
"dataset": "Gravity Spy O3",
"num_classes": 23,
"split": "temporal 70/15/15% with 60s gap enforcement",
"train_samples": 227943,
"seed": 42
}
}