| { |
| "schema": "bina02.ppocrv6.model-provenance.v1", |
| "model_id": "Reza2kn/Bina-0.2-RizehPizeh", |
| "release": "0.2.0-169k", |
| "base_model": "PaddlePaddle/PP-OCRv6_medium_rec", |
| "architecture": "PP-OCRv6 medium recognition, SVTR_LCNet/PPLCNetV4, CTC", |
| "paddleocr_commit": "2661c7c0ef5c613e8f93c6e93b2e052399f0f854", |
| "dataset_revisions": { |
| "Reza2kn/persian-handwriting-pages-3.69m": "d94db7b55cf2d6521f581f10226bb117d2e0acaf", |
| "Reza2kn/persian-printed-ocr-3.5m": "41c5c977901bdd153b44816bbb92d7d4699524f9" |
| }, |
| "training_rows": { |
| "handwriting": 84500, |
| "printed": 84500, |
| "total": 169000 |
| }, |
| "evaluation_rows": { |
| "handwriting": 2048, |
| "printed": 2048, |
| "total": 4096 |
| }, |
| "preprocessing": { |
| "input": "content-tight horizontal line crop", |
| "image_shape": [ |
| 3, |
| 48, |
| 768 |
| ], |
| "padding": false, |
| "tall_crop_rotation": "clockwise_90", |
| "printed_foreground_trim": true, |
| "target_order": "PaddleOCR BaseRecLabelDecode.pred_reverse" |
| }, |
| "training": { |
| "batch_size": 16, |
| "learning_rate": 0.0003, |
| "best_step": 47520, |
| "stopped_step": 50160, |
| "early_stop": "three evaluations without 0.0005 NED improvement" |
| }, |
| "independent_evaluation": { |
| "exact_lines": 3474, |
| "exact_line_accuracy": 0.84814453125, |
| "mean_normalized_edit_similarity": 0.9880669756561222, |
| "handwriting_exact_line_accuracy": 0.8583984375, |
| "printed_exact_line_accuracy": 0.837890625, |
| "all_transforms_accepted_without_replacement": true |
| }, |
| "sha256": { |
| "checkpoint": "52d01041e2ea9b4575464392d513893ad81452dc6086bc81a077fe15c7017fca", |
| "inference_graph": "4f0c41b21815a2e2b5765009d3a15efc1a5850032a9c6e6694325ee2", |
| "inference_parameters": "4f84e43243e9bb2a6b5617da2a22c071f5ebf2db489c1fb55d7e3dd1e2dc99e3", |
| "dictionary": "28fb97acc0feca48f8243d36f8c3ea80efda25c13c29db1c41002900310b6c8e" |
| } |
| } |
|
|
