{"id":24969230,"url":"https://github.com/hnthap/invoice-extraction-experiments","last_synced_at":"2025-03-29T04:46:26.550Z","repository":{"id":260433465,"uuid":"871823138","full_name":"hnthap/invoice-extraction-experiments","owner":"hnthap","description":"Train and evaluate models for Invoice Extraction","archived":false,"fork":false,"pushed_at":"2024-10-31T09:09:46.000Z","size":3017,"stargazers_count":0,"open_issues_count":6,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-03T14:41:48.397Z","etag":null,"topics":["computer-vision","deep-learning","invoice-extraction","machine-learning","ocr"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/hnthap.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-10-13T03:23:04.000Z","updated_at":"2025-01-31T05:20:43.000Z","dependencies_parsed_at":"2024-10-31T10:29:16.437Z","dependency_job_id":null,"html_url":"https://github.com/hnthap/invoice-extraction-experiments","commit_stats":null,"previous_names":["hnthap/invoice-extraction-training","hnthap/invoice-extraction-experiments"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hnthap%2Finvoice-extraction-experiments","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hnthap%2Finvoice-extraction-experiments/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hnthap%2Finvoice-extraction-experiments/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hnthap%2Finvoice-extraction-experiments/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hnthap","download_url":"https://codeload.github.com/hnthap/invoice-extraction-experiments/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246140542,"owners_count":20729797,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["computer-vision","deep-learning","invoice-extraction","machine-learning","ocr"],"created_at":"2025-02-03T14:30:21.543Z","updated_at":"2025-03-29T04:46:26.538Z","avatar_url":"https://github.com/hnthap.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Invoice Extraction for Vietnamese: some experiments\n\n***Please carefully read this README.***\n\nTrain and evaluate models for Invoice Extraction.\n\n⚠️ Before using the code, make sure you have these files downloaded:\n\n| Download URL | Save to path |\n| ------------ | ------------ |\n| [Google Drive](https://drive.google.com/file/d/1Jk4eGD7crsqCCg9C9VjCLkMN3ze8kutZ/view) | weights/craft_mlt_25k.pth |\n| [Google Drive](https://drive.google.com/file/d/1XSaFwBkOaFOdtk4Ane3DFyJGPRw6v5bO/view) | weights/craft_refiner_CTW1500.pth |\n| [MC-OCR Competition 2021](https://aihub.ml/competitions/1) | data/mc_ocr_warmup_500images.zip |\n| [MC-OCR Competition 2021](https://aihub.ml/competitions/1) | data/mcocr2021_public_train_test_data.zip |\n\nScripts:\n\n- Prepare the 2021 MC-OCR corpus: [prepare_mcocr2021.py](./prepare_mcocr2021.py)\n- (Text Recognition) PARSeq model: [parseq.py](./parseq.py)\n- (Text Recognition) VietOCR model: [vietocr_api.py](./vietocr_api.py)\n- Scene text inference (PARSeq + VietOCR): [scene_text.py](./scene_text.py)\n\nExperiments:\n\n- [[01] CRAFT + VietOCR/PARSeq inference](./exp_01_craft_vietocr_parseq.ipynb)\n- [[02] PARSeq inference](./exp_02_parseq.ipynb)\n- [[03] VietOCR inference](./exp_03_vietocr.ipynb)\n- [[04] MC-OCR corpus example usage](./exp_04_mcocr_corpus.ipynb)\n\nI use Python 3.10.11. Any other version of Python has not yet been tested.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhnthap%2Finvoice-extraction-experiments","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhnthap%2Finvoice-extraction-experiments","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhnthap%2Finvoice-extraction-experiments/lists"}