{ "backbone_type" : "transformer", "task": "segmentation", "n_classes" : 2, "n_epochs" : 0, "input_height" : 448, "input_width" : 448, "weight_decay" : 1e-6, "n_batch" : 1, "learning_rate": 1e-4, "patches" : false, "pretraining" : true, "augmentation" : true, "flip_aug" : false, "blur_aug" : false, "scaling" : true, "adding_rgb_background": true, "add_red_textlines": true, "channels_shuffling": true, "degrading": false, "brightening": false, "binarization" : false, "scaling_bluring" : false, "scaling_binarization" : false, "scaling_flip" : false, "rotation": false, "rotation_not_90": false, "transformer_num_patches_xy": [56, 56], "transformer_patchsize_x": 4, "transformer_patchsize_y": 4, "transformer_projection_dim": 64, "transformer_mlp_head_units": [128, 64], "transformer_layers": 1, "transformer_num_heads": 1, "transformer_cnn_first": false, "blur_k" : ["blur","guass","median"], "scales" : [0.6, 0.7, 0.8, 0.9], "brightness" : [1.3, 1.5, 1.7, 2], "degrade_scales" : [0.2, 0.4], "flip_index" : [0, 1, -1], "shuffle_indexes" : [ [0,2,1], [1,2,0], [1,0,2] , [2,1,0]], "thetha" : [5, -5], "number_of_backgrounds_per_image": 2, "continue_training": false, "index_start" : 0, "dir_of_start_model" : " ", "weighted_loss": false, "is_loss_soft_dice": false, "data_is_provided": false, "dir_train": "/home/vahid/Documents/test/sbb_pixelwise_segmentation/test_label/pageextractor_test/train_new", "dir_eval": "/home/vahid/Documents/test/sbb_pixelwise_segmentation/test_label/pageextractor_test/eval_new", "dir_output": "/home/vahid/Documents/test/sbb_pixelwise_segmentation/test_label/pageextractor_test/output_new", "dir_rgb_backgrounds": "/home/vahid/Documents/1_2_test_eynollah/set_rgb_background", "dir_img_bin": "/home/vahid/Documents/test/sbb_pixelwise_segmentation/test_label/pageextractor_test/train_new/images_bin" }