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cropmodel-deadtrees

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cropmodel-deadtrees
File size: 2,146 Bytes 
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{
  "accelerator": "auto",
  "annotations_xml": null,
  "architecture": "retinanet",
  "batch_size": 1,
  "cropmodel": {
    "balance_classes": false,
    "batch_size": 4,
    "label_dict": {
      "Alive": 0,
      "Dead": 1
    },
    "lr": 0.0001,
    "num_classes": 2,
    "num_workers": 0,
    "sampler": "weighted_random",
    "scheduler": {
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        "cooldown": 0,
        "eps": 1e-08,
        "eta_min": 1e-05,
        "factor": 0.5,
        "gamma": 0.1,
        "lr_lambda": "0.95 ** epoch",
        "milestones": [
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          100
        ],
        "min_lr": 0.0,
        "mode": "min",
        "patience": 5,
        "step_size": 30,
        "threshold": 0.0001,
        "threshold_mode": "rel"
      },
      "type": "ReduceLROnPlateau"
    }
  },
  "devices": "auto",
  "label_dict": {
    "Tree": 0
  },
  "model": {
    "name": "weecology/deepforest-tree",
    "revision": "main"
  },
  "nms_thresh": 0.05,
  "num_classes": 1,
  "patch_overlap": 0.05,
  "patch_size": 400,
  "path_to_raster": null,
  "path_to_rgb": null,
  "predict": {
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  },
  "rgb_dir": null,
  "score_thresh": 0.1,
  "train": {
    "augmentations": [
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        "HorizontalFlip": {
          "p": 0.5
        }
      }
    ],
    "csv_file": null,
    "epochs": 1,
    "fast_dev_run": false,
    "lr": 0.001,
    "preload_images": false,
    "root_dir": null,
    "scheduler": {
      "params": {
        "T_max": 10,
        "cooldown": 0,
        "eps": 1e-08,
        "eta_min": 1e-05,
        "factor": 0.1,
        "gamma": 0.1,
        "lr_lambda": "0.95 ** epoch",
        "milestones": [
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          100
        ],
        "min_lr": 0.0,
        "mode": "min",
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        "step_size": 30,
        "threshold": 0.0001,
        "threshold_mode": "rel"
      },
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  },
  "validation": {
    "augmentations": [],
    "csv_file": null,
    "iou_threshold": 0.4,
    "lr_plateau_target": "val_loss",
    "preload_images": false,
    "root_dir": null,
    "size": null,
    "val_accuracy_interval": 20
  },
  "workers": 0
}