Stanislav Kalinin commited on
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54c5290
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feat: Add weights and configs for Peter models

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+ "save_dir": "/home/jovyan/skalinin/OCR-model/data/experiments_peter/peter_mask_and_stmix_synth_bbox-4",
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+ "num_epochs": 100,
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+ "pretrain_path": "",
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+ "image": {
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+ "width": 1024,
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+ "height": 128
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+ },
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+ "train": {
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+ "datasets": [
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+ {
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+ "csv_path": "/home/jovyan/data/ocr/peter_mask/train.csv",
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+ "prob": 15
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+ },
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+ {
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+ "csv_path": "/home/jovyan/skalinin/StackMIX-PETER-SYNTH/StackMix-OCR/generated_synth/stmix-peter-synth-part-3.csv",
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+ "prob": 5
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+ },
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+ {
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+ "csv_path": "/home/jovyan/skalinin/StackMIX-PETER-SYNTH/StackMix-OCR/generated_synth/stmix-peter-synth-part-4-fix.csv",
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+ "prob": 10
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+ },
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+ {
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+ "csv_path": "/home/jovyan/skalinin/StackMIX-PETER-SYNTH/StackMix-OCR/generated_synth/stmix-peter-synth-part-5-fix.csv",
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+ "prob": 10
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+ },
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+ {
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+ "csv_path": "/home/jovyan/skalinin/StackMIX-PETER-SYNTH/StackMix-OCR/generated_synth/stmix-peter-synth-mask-part1.csv",
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+ "prob": 30
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+ },
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+ {
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+ "csv_path": "/home/jovyan/skalinin/StackMIX-PETER-SYNTH/StackMix-OCR/peter_mask_crops/peter_mask/stackmix_crops_ocr_format.csv",
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+ "prob": 20
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+ }
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+ ],
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+ "epoch_size": 40000,
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+ "batch_size": 64
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+ },
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+ "val": {
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+ "datasets": [
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+ {
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+ "csv_path": "/home/jovyan/data/ocr/peter_mask/val.csv",
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+ "prob": 1
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+ }
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+ ],
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+ "epoch_size": null,
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+ "batch_size": 64
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+ },
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+ "test": {
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+ "datasets": [
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+ {
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+ "csv_path": "/home/jovyan/data/ocr/peter_mask/test.csv",
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+ "prob": 1
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+ }
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+ ],
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+ "epoch_size": null,
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+ "batch_size": 64
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+ }
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+ }
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+ { "main_process": {
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+ "ImageToBGR": {
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+ "input_format": "BGR"
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+ },
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+ "SegmPrediction": {
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+ "model_path": "segm/model-100-0.1701.ckpt",
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+ "config_path": "segm/segm_config.json",
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+ "device": "cuda"
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+ },
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+ "RestoreImageAngle": {
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+ "restoring_class_names": ["shrinked_text"]
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+ },
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+ "ClassContourPosptrocess": {},
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+ "OCRPrediction": {
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+ "model_path": "ocr/model-95-0.0293.ckpt",
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+ "config_path": "ocr/ocr_config.json",
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+ "lm_path": "",
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+ "classes_to_ocr": ["shrinked_text"],
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+ "device": "cuda"
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+ },
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+ "LineFinder": {
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+ "line_classes": ["shrinked_text"],
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+ "text_classes": ["shrinked_text"],
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+ "pages_clust_dist": 0.35
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+ },
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+ "PrepareJSON": {}
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+ },
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+ "classes": {
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+ "shrinked_text": {
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+ "contour_posptrocess": {
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+ "UpscaleContour": {"upscale_contour": 1.45},
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+ "BboxFromContour": {},
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+ "CropByBbox": {},
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+ "MakeMaskedCrop": {},
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+ "RotateVerticalCrops": {}
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+ }
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+ }
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+ }
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+ }
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+ {
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+ "save_dir": "/home/jovyan/skalinin/SEGM-model/data/exp_peter/segm_baseline_pretrain_2",
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+ "num_epochs": 1500,
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+ "pretrain_path": "/home/jovyan/skalinin/SEGM-model/data/exp/resnet50_896_896_border_all_text_thin_border/model-1404-0.1957.ckpt",
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+ "image": {
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+ "width": 896,
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+ "height": 896
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+ },
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+ "classes": {
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+ "shrinked_text": {
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+ "annotation_classes": ["text"],
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+ "polygon2mask": {
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+ "ShrinkMaskMaker": {"shrink_ratio": 0.75}
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+ },
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+ "postprocess": {
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+ "threshold": 0.7,
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+ "min_area": 100
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+ }
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+ },
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+ "bordered_text": {
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+ "annotation_classes": ["text"],
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+ "polygon2mask": {
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+ "BorderMaskMaker": {"shrink_ratio": 0.5}
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+ },
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+ "postprocess": {
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+ "threshold": 0.7,
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+ "min_area": 100
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+ }
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+ }
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+ },
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+ "train": {
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+ "datasets": [
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+ {
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+ "json_path": "/home/jovyan/data/segm/peter/annotations_train.json",
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+ "image_root": "/home/jovyan/data/segm/peter/images/",
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+ "processed_data_path": "/home/jovyan/skalinin/SEGM-model/data/peter/annotations_train.csv",
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+ "prob": 0.1
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+ }
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+ ],
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+ "epoch_size": 2000,
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+ "batch_size": 10
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+ },
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+ "val": {
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+ "datasets": [
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+ {
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+ "json_path": "/home/jovyan/data/segm/peter/annotations_val.json",
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+ "image_root": "/home/jovyan/data/segm/peter/images/",
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+ "processed_data_path": "/home/jovyan/skalinin/SEGM-model/data/peter/annotations_val.csv",
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+ "prob": 1
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+ }
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+ ],
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+ "epoch_size": null,
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+ "batch_size": 10
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+ },
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+ "test": {
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+ "datasets": [
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+ {
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+ "json_path": "/home/jovyan/data/segm/peter/annotations_test.json",
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+ "image_root": "/home/jovyan/data/segm/peter/images/",
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+ "processed_data_path": "/home/jovyan/skalinin/SEGM-model/data/peter/annotations_test.csv",
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+ "prob": 1
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+ }
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+ ],
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+ "epoch_size": null,
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+ "batch_size": 10
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+ }
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+ }