81 lines
2.0 KiB
JSON
81 lines
2.0 KiB
JSON
{
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"camera": "oak-fcc-3",
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"modelo": "segformer_b1",
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"model_name": "2026_08_18",
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"main_class_name": "erva",
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"es_classes": "",
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"model_to_use": "geral",
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"raw_size": [1280, 800],
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"resolucao": [640, 400],
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"roi_inicio": 0.0,
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"roi_tamanho": 1.0,
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"shaves": 3,
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"source_channels": ["R", "G", "B", "RE", "NIR"],
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"channels": 7,
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"input_channels": ["R", "G", "B", "RE", "NIR", "NDVI", "NDRE"],
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"derived_channels": {
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"epsilon": 1e-6,
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"clip_min": -1.0,
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"clip_max": 1.0
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},
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"backbone": "nvidia/mit-b1",
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"fusion_mode": "stacked",
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"stats_source_tag": "stacked_raw5_ndvi_ndre",
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"module_params_json": "calibration/module_params.json",
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"ckpt_test": "best_score",
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"multi_head": true,
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"heads": {
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"semantic": {
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"enabled": true,
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"type": "multiclass",
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"num_classes": 3,
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"mask_dir": "masks",
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"classes": {"chao": 0, "cana": 1, "erva": 2},
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"ignore_index": 255,
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"loss_weight": 0.20
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},
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"vegetation": {
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"enabled": true,
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"type": "binary",
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"num_classes": 2,
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"mask_dir": "masks_vegetation",
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"classes": {"background": 0, "vegetation": 1},
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"ignore_index": 255,
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"loss_weight": 0.20
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},
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"cana": {
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"enabled": true,
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"type": "binary",
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"num_classes": 2,
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"mask_dir": "masks_cana",
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"classes": {"not_cana": 0, "cana": 1},
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"ignore_index": 255,
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"loss_weight": 0.25
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},
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"target": {
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"enabled": true,
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"type": "binary",
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"num_classes": 2,
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"mask_dir": "__derived_target__",
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"classes": {"background": 0, "target": 1},
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"ignore_index": 255,
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"loss_weight": 0.35,
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"derived": true
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}
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},
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"target_distillation": {
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"enabled": true,
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"hard_weight": 0.85,
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"distill_weight": 0.15,
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"rampup_enabled": true,
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"start_epoch": 8,
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"rampup_epochs": 12,
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"w_sem_erva": 0.45,
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"w_veg_not_cana": 0.35,
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"w_veg_suppressed": 0.20,
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"cana_suppression_power": 1.5,
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"teacher_min": 0.0,
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"teacher_max": 1.0,
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"detach_teacher": true
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}
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} |