sbb_pixelwise_segmentation/config_params.json

{
    "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" : false,
    "adding_rgb_background": true,
    "adding_rgb_foreground": true,
    "add_red_textlines": false,
    "channels_shuffling": false,
    "degrading": false,
    "brightening": false,
    "binarization" : true,
    "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_rgb_foregrounds": "/home/vahid/Documents/1_2_test_eynollah/out_set_rgb_foreground",
    "dir_img_bin": "/home/vahid/Documents/test/sbb_pixelwise_segmentation/test_label/pageextractor_test/train_new/images_bin"
    
}
📝 howto: Be more verbose with the subtree pull 2019-12-09 15:33:53 +01:00			`{`
transformer patch size is dynamic now. 2024-06-12 13:26:27 +02:00			`"backbone_type" : "transformer",`
scaling, channels shuffling, rgb background and red content added to no patch augmentation 2024-08-21 19:33:23 +02:00			`"task": "segmentation",`
inference script is added 2024-05-07 13:34:03 +02:00			`"n_classes" : 2,`
scaling, channels shuffling, rgb background and red content added to no patch augmentation 2024-08-21 19:33:23 +02:00			`"n_epochs" : 0,`
			`"input_height" : 448,`
			`"input_width" : 448,`
📝 howto: Be more verbose with the subtree pull 2019-12-09 15:33:53 +01:00			`"weight_decay" : 1e-6,`
transformer patch size is dynamic now. 2024-06-12 13:26:27 +02:00			`"n_batch" : 1,`
📝 howto: Be more verbose with the subtree pull 2019-12-09 15:33:53 +01:00			`"learning_rate": 1e-4,`
scaling, channels shuffling, rgb background and red content added to no patch augmentation 2024-08-21 19:33:23 +02:00			`"patches" : false,`
📝 howto: Be more verbose with the subtree pull 2019-12-09 15:33:53 +01:00			`"pretraining" : true,`
scaling, channels shuffling, rgb background and red content added to no patch augmentation 2024-08-21 19:33:23 +02:00			`"augmentation" : true,`
📝 howto: Be more verbose with the subtree pull 2019-12-09 15:33:53 +01:00			`"flip_aug" : false,`
continue training, losses and etc 2021-06-22 18:47:59 -04:00			`"blur_aug" : false,`
adding foreground rgb to augmentation 2024-08-28 02:09:27 +02:00			`"scaling" : false,`
scaling, channels shuffling, rgb background and red content added to no patch augmentation 2024-08-21 19:33:23 +02:00			`"adding_rgb_background": true,`
adding foreground rgb to augmentation 2024-08-28 02:09:27 +02:00			`"adding_rgb_foreground": true,`
			`"add_red_textlines": false,`
			`"channels_shuffling": false,`
transformer patch size is dynamic now. 2024-06-12 13:26:27 +02:00			`"degrading": false,`
			`"brightening": false,`
adding foreground rgb to augmentation 2024-08-28 02:09:27 +02:00			`"binarization" : true,`
📝 howto: Be more verbose with the subtree pull 2019-12-09 15:33:53 +01:00			`"scaling_bluring" : false,`
			`"scaling_binarization" : false,`
first updates, padding, rotations 2021-06-22 14:20:51 -04:00			`"scaling_flip" : false,`
📝 howto: Be more verbose with the subtree pull 2019-12-09 15:33:53 +01:00			`"rotation": false,`
first updates, padding, rotations 2021-06-22 14:20:51 -04:00			`"rotation_not_90": false,`
Transformer+CNN structure is added to vision transformer type 2024-06-12 17:39:57 +02:00			`"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,`
first working update of branch 2024-04-16 01:00:48 +02:00			`"blur_k" : ["blur","guass","median"],`
scaling, channels shuffling, rgb background and red content added to no patch augmentation 2024-08-21 19:33:23 +02:00			`"scales" : [0.6, 0.7, 0.8, 0.9],`
first working update of branch 2024-04-16 01:00:48 +02:00			`"brightness" : [1.3, 1.5, 1.7, 2],`
			`"degrade_scales" : [0.2, 0.4],`
			`"flip_index" : [0, 1, -1],`
scaling, channels shuffling, rgb background and red content added to no patch augmentation 2024-08-21 19:33:23 +02:00			`"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, losses and etc 2021-06-22 18:47:59 -04:00			`"continue_training": false,`
first working update of branch 2024-04-16 01:00:48 +02:00			`"index_start" : 0,`
			`"dir_of_start_model" : " ",`
continue training, losses and etc 2021-06-22 18:47:59 -04:00			`"weighted_loss": false,`
			`"is_loss_soft_dice": false,`
			`"data_is_provided": false,`
scaling, channels shuffling, rgb background and red content added to no patch augmentation 2024-08-21 19:33:23 +02:00			`"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",`
adding foreground rgb to augmentation 2024-08-28 02:09:27 +02:00			`"dir_rgb_foregrounds": "/home/vahid/Documents/1_2_test_eynollah/out_set_rgb_foreground",`
scaling, channels shuffling, rgb background and red content added to no patch augmentation 2024-08-21 19:33:23 +02:00			`"dir_img_bin": "/home/vahid/Documents/test/sbb_pixelwise_segmentation/test_label/pageextractor_test/train_new/images_bin"`

📝 howto: Be more verbose with the subtree pull 2019-12-09 15:33:53 +01:00			`}`