Add model config
Browse files- config.json +35 -0
config.json
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{
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"model_type": "betaearth-segformer",
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"model_name": "betaearth-segformer",
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"description": "BetaEarth SegFormer-B2 no FiLM (ISPRS baseline) \u2014 no timestamp needed",
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"architecture": {
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"encoder_name": "mit_b2",
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"fusion_dim": 256,
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"embed_dim": 64,
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"time_embed_dim": 128,
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"encoder_frozen": false,
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"has_film": false,
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"in_channels": {
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"s2_l1c": 9,
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"s2_l2a": 9,
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"s1_rtc": 2,
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"cop_dem": 1
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}
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},
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"training": {
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"dataset": "Major-TOM (62,489 grid cells)",
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"split": "49,991 train / 6,248 val / 6,250 test",
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"loss": "cosine_similarity + 0.1 * MSE",
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"optimizer": "AdamW",
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"epochs": 20,
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"resolution": "10m (1068x1068 px tiles)"
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},
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"performance": {
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"test_cosine_similarity": 0.88,
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"test_lulc_accuracy": 0.869,
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"trainable_params": "104.8M",
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"total_params": "104.8M"
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},
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"inputs": "S2 L1C+L2A (9ch), S1 RTC (2ch), COP-DEM (1ch)",
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"output": "(H, W, 64) float32, L2-normalised per pixel"
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}
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