{ "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": { "params": { "T_max": 10, "cooldown": 0, "eps": 1e-08, "eta_min": 1e-05, "factor": 0.5, "gamma": 0.1, "lr_lambda": "0.95 ** epoch", "milestones": [ 50, 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": { "pin_memory": false }, "rgb_dir": null, "score_thresh": 0.1, "train": { "augmentations": [ { "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": [ 50, 100 ], "min_lr": 0.0, "mode": "min", "patience": 10, "step_size": 30, "threshold": 0.0001, "threshold_mode": "rel" }, "type": null } }, "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 }