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"model_name": "RemoteCLIP",
"model_type": "remoteclip",
"architectures": [
"RemoteCLIP"
],
"framework": "PyTorch",
"domain": "earth-observation",
"task": "remote-sensing-image-text-retrieval",
"implementation": {
"entry_point": "model/remoteclip.py",
"scope": "CLIP-compatible vision and text dual encoders with multi-positive symmetric contrastive learning"
},
"architecture": {
"family": "vision transformer and causal text transformer dual encoder",
"image_shape": [
3,
224,
224
],
"patch_size": 32,
"context_length": 77,
"vocabulary_size": 49408,
"embed_dim": 64,
"vision_width": 64,
"vision_layers": 2,
"vision_heads": 4,
"text_width": 64,
"text_layers": 2,
"text_heads": 4
},
"data": {
"datasets": [
"RSITMD",
"RSICD",
"UCM-Captions"
],
"protocol": "remoteclip_rgb_bpe_pairs_v1",
"input_format": "image_text_npz",
"train_samples": 8,
"test_samples": 4
},
"configuration_sources": [
"configuration.json",
"conf/config.yaml",
"model/remoteclip.py"
]
}
|