qurator-spk/sbb_pixelwise_segmentation
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integrating first working classification training model

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vahidrezanezhad 2024-04-29 20:59:36 +02:00
parent d27647a0f1
commit dbb84507ed
5 changed files with 419 additions and 158 deletions
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20
config_params.json
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@ -1,13 +1,15 @@
{
"model_name" : "hybrid_transformer_cnn",
"model_name" : "resnet50_unet",
"task": "classification",
"n_classes" : 2,
"n_epochs" : 2,
"input_height" : 448,
"input_width" : 448,
"n_epochs" : 7,
"input_height" : 224,
"input_width" : 224,
"weight_decay" : 1e-6,
"n_batch" : 2,
"n_batch" : 6,
"learning_rate": 1e-4,
"patches" : true,
"f1_threshold_classification": 0.8,
"patches" : false,
"pretraining" : true,
"augmentation" : false,
"flip_aug" : false,
@ -33,7 +35,7 @@
"weighted_loss": false,
"is_loss_soft_dice": false,
"data_is_provided": false,
"dir_train": "/train",
"dir_eval": "/eval",
"dir_output": "/out"
"dir_train": "/home/vahid/Downloads/image_classification_data/train",
"dir_eval": "/home/vahid/Downloads/image_classification_data/eval",
"dir_output": "/home/vahid/Downloads/image_classification_data/output"
}