{ "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" ] }