input_params.json

{
    "images_dir_path" : "/media/workstation/Disk 1/cropped_images",
    "labels_path" : "annotations//Alan-Ford-color-export.csv",
    "labels_path_samo_lice" : "annotations//Alan_samo_lica.csv",
    "output_dir_name" : "maxpool_skip_aug_single_anchor",
    "images_output_dir_name" : "/media/workstation/Disk 1/dtc_output",
    "trained_models_output_dir_name" : "/media/workstation/Disk 1/dtc_trained_models",
    "num_anchors" : 1,
    "lambda_conf_obj_detected" : 5,
    "lambda_conf_obj_not_detected" : 1,
    "lambda_class_loss" : 1,
    "lambda_coord_loss" : 0.000001,
    "num_epochs" : 1001,
    "learning_rate" : 0.00001,
    "confidence_treshold" : 0.80,
    "trained_model_path2" : "/media/workstation/Disk 1/dtc_trained_models/Single anchor whole dataset1678324870.4790654/unet_model__6.pt",
    "trained_model_path" : "/media/workstation/Disk 1/dtc_trained_models/maxpool_skip_aug_single_anchor1678979673.6092172/unet_model__150.pt",
    "overtrain_model" : false,
    "clip_gradient_value" : 1000,
    "mode" : "testing",
    "augment" : true,
    "overlap_treshold" : 0.1,
    "network_type" : "maxpool_skip"
}