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config.json

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+{"n_dim": 3, "axes": "ZYXC", "n_channel_in": 1, "n_channel_out": 97, "train_checkpoint": "weights_best.h5", "train_checkpoint_last": "weights_last.h5", "train_checkpoint_epoch": "weights_now.h5", "n_rays": 96, "grid": [1, 2, 2], "anisotropy": [4.916666666666667, 1.102803738317757, 1.0], "backbone": "unet", "rays_json": {"name": "Rays_GoldenSpiral", "kwargs": {"n": 96, "anisotropy": [4.916666666666667, 1.102803738317757, 1.0]}}, "n_classes": null, "unet_n_depth": 2, "unet_kernel_size": [3, 3, 3], "unet_n_filter_base": 32, "unet_n_conv_per_depth": 2, "unet_pool": [2, 2, 2], "unet_activation": "relu", "unet_last_activation": "relu", "unet_batch_norm": false, "unet_dropout": 0.0, "unet_prefix": "", "net_conv_after_unet": 128, "net_input_shape": [null, null, null, 1], "net_mask_shape": [null, null, null, 1], "train_patch_size": [48, 96, 96], "train_background_reg": 0.0001, "train_foreground_only": 0.9, "train_sample_cache": true, "train_dist_loss": "mae", "train_loss_weights": [1, 0.2], "train_class_weights": [1, 1], "train_epochs": 400, "train_steps_per_epoch": 100, "train_learning_rate": 0.0003, "train_batch_size": 32, "train_n_val_patches": null, "train_tensorboard": true, "train_reduce_lr": {"factor": 0.5, "patience": 40, "min_delta": 0}, "use_gpu": false}

thresholds.json

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+{"prob": 0.455451821486792, "nms": 0.3}

weights_best_1.h5

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+version https://git-lfs.github.com/spec/v1
+oid sha256:83d80abf78a189101574f920b42fa3cbf6db1d4298f9dd5a5b50395b05828c15
+size 4757328