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7002f4e | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 | {
"model_name": "RemoteCLIP",
"model_type": "remoteclip",
"architectures": [
"RemoteCLIP"
],
"framework": "PyTorch",
"domain": "earth-science",
"task": "remote-sensing-image-text-retrieval",
"implementation": {
"entry_point": "model/remoteclip.py",
"scope": "compact image-text contrastive RemoteCLIP reproduction"
},
"architecture": {
"family": "dual-encoder vision-language model",
"input_format": "image-text NPZ pairs",
"image_channels": 3,
"image_size": 32,
"vocabulary_size": 64,
"context_length": 8,
"embed_dim": 32,
"vision_width": 32,
"text_width": 32,
"text_layers": 2,
"text_heads": 4,
"training_objective": "bidirectional InfoNCE"
},
"data": {
"datasets": [
"RSITMD",
"RSICD",
"UCM-Captions"
],
"official_repo": "ChenDelong1999/RemoteCLIP",
"protocol": "synthetic_remoteclip",
"synthetic_train_samples": 32,
"synthetic_test_samples": 8
},
"metrics": [
"image_to_text_r1",
"image_to_text_r5",
"text_to_image_r1",
"text_to_image_r5",
"mean_recall"
],
"configuration_sources": [
"conf/config.yaml",
"model/remoteclip.py"
]
}
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