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Alginate-Microparticle-20xMeasurement-Model

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Alginate-Microparticle-20xMeasurement-Model
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{
  "training_config": {
    "base_dir": null,
    "data_dir": "MP_ML/01_roboflow_data/Autosegmentation.yolov8_more/",
    "img_size": 128,
    "downsample_factor": 1.0,
    "num_channels": 1,
    "pixel_size_um": 0.65,
    "batch_size": 4,
    "lr": 0.0003,
    "epochs": 100,
    "patience": 20,
    "weight_decay": 0.01,
    "class_weights": "0.05,0.3,0.35,0.35,0.35,0.3,0.25,0.1",
    "model_type": "unet",
    "n_filts": 32,
    "t": 2,
    "k": 2,
    "augment": false,
    "norm": false,
    "keep": 0.05,
    "pruning_factor": 0.01,
    "use_gaussian_blend": true,
    "output_dir": "./results_size_binned_local_6_05threshold",
    "device": null,
    "num_workers": 0,
    "prefetch_factor": 2,
    "wandb_project": "ComputerVision2",
    "wandb_run_name": null,
    "wandb_mode": "online",
    "skip_report": false,
    "sweep_mode": false,
    "save_inspections": false,
    "inspection_sample_rate": 1,
    "resume_from": "results_size_binned_retrained_2/best_model.pt"
  },
  "training_summary": {
    "total_epochs": 0,
    "final_train_loss": null,
    "min_train_loss": null
  },
  "best_validation_metrics": {},
  "best_validation_weighted_ppc_breakdown": {
    "rows": [],
    "total_weight": 0.0,
    "weighted_ppc_mcc": null
  },
  "test_metrics": null,
  "test_weighted_ppc_breakdown": {
    "rows": [],
    "total_weight": 0.0,
    "weighted_ppc_mcc": null
  },
  "best_validation_image_metrics": [],
  "test_image_metrics": [],
  "training_history": {
    "train_losses": [],
    "val_metrics": []
  }
}