{"id":20103499,"url":"https://github.com/pythonlessons/mltu","last_synced_at":"2025-05-15T09:05:17.057Z","repository":{"id":66633012,"uuid":"572996960","full_name":"pythonlessons/mltu","owner":"pythonlessons","description":"Machine Learning Training Utilities (for TensorFlow and PyTorch)","archived":false,"fork":false,"pushed_at":"2025-03-31T11:58:50.000Z","size":2081,"stargazers_count":235,"open_issues_count":21,"forks_count":134,"subscribers_count":4,"default_branch":"main","last_synced_at":"2025-04-13T00:48:59.973Z","etag":null,"topics":["machine-learning","object-detection","ocr","pytorch","speech-recognition","speech-to-text","tensorflow","yolov8"],"latest_commit_sha":null,"homepage":"","language":"Python","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/pythonlessons.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","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":"2022-12-01T13:34:57.000Z","updated_at":"2025-04-09T05:08:50.000Z","dependencies_parsed_at":"2024-01-02T09:25:16.026Z","dependency_job_id":"24a0ab9e-e15a-47c9-a0fe-d71f9962eaa6","html_url":"https://github.com/pythonlessons/mltu","commit_stats":{"total_commits":49,"total_committers":2,"mean_commits":24.5,"dds":0.04081632653061229,"last_synced_commit":"f33fdb886f9cec92d44072d1cff41113849bb7cb"},"previous_names":[],"tags_count":34,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pythonlessons%2Fmltu","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pythonlessons%2Fmltu/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pythonlessons%2Fmltu/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pythonlessons%2Fmltu/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/pythonlessons","download_url":"https://codeload.github.com/pythonlessons/mltu/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248650436,"owners_count":21139672,"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":["machine-learning","object-detection","ocr","pytorch","speech-recognition","speech-to-text","tensorflow","yolov8"],"created_at":"2024-11-13T17:36:13.940Z","updated_at":"2025-04-13T00:49:06.686Z","avatar_url":"https://github.com/pythonlessons.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# MLTU - Machine Learning Training Utilities\nMachine Learning Training Utilities for \u003cb\u003eTensorFlow 2.*\u003c/b\u003e and \u003cb\u003ePyTorch\u003c/b\u003e with Python 3\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"https://pylessons.com/media/Tutorials/mltu/machine-learning-training-utilities.png\"\u003e\n\u003c/p\u003e\n\n# Installation:\nTo use MLTU in your own project, you can install it from PyPI:\n```bash\npip install mltu\n```\nWhen running tutorials, it's necessary to install mltu for a specific tutorial, for example:\n```bash\npip install mltu==0.1.3\n```\nEach tutorial has its own requirements.txt file for a specific mltu version. As this project progress, the newest versions may have breaking changes, so it's recommended to use the same version as in the tutorial.\n\n# Tutorials and Examples can be found on [PyLessons.com](https://pylessons.com/mltu)\n1. [Text Recognition With TensorFlow and CTC network](https://pylessons.com/ctc-text-recognition), code in ```Tutorials\\01_image_to_word``` folder;\n2. [TensorFlow OCR model for reading Captchas](https://pylessons.com/tensorflow-ocr-captcha), code in ```Tutorials\\02_captcha_to_text``` folder;\n3. [Handwriting words recognition with TensorFlow](https://pylessons.com/handwriting-recognition), code in ```Tutorials\\03_handwriting_recognition``` folder;\n4. [Handwritten sentence recognition with TensorFlow](https://pylessons.com/handwritten-sentence-recognition), code in ```Tutorials\\04_sentence_recognition``` folder;\n5. [Introduction to speech recognition with TensorFlow](https://pylessons.com/speech-recognition), code in ```Tutorials\\05_speech_recognition``` folder;\n6. [Introduction to PyTorch in a practical way](https://pylessons.com/pytorch-introduction), code in ```Tutorials\\06_pytorch_introduction``` folder;\n7. [Using custom wrapper to simplify PyTorch models training pipeline](https://pylessons.com/pytorch-introduction), code in ```Tutorials\\07_pytorch_wrapper``` folder;\n8. [Handwriting words recognition with PyTorch](https://pylessons.com/handwriting-recognition-pytorch), code in ```Tutorials\\08_handwriting_recognition_torch``` folder;\n9. [Transformer training with TensorFlow for Translation task](https://pylessons.com/transformers-training), code in ```Tutorials\\09_translation_transformer``` folder;\n10. [Speech Recognition in Python | finetune wav2vec2 model for a custom ASR model](https://youtu.be/h6ooEGzjkj0), code in ```Tutorials\\10_wav2vec2_torch``` folder;\n11. [YOLOv8: Real-Time Object Detection Simplified](https://youtu.be/vegL__weCxY), code in ```Tutorials\\11_Yolov8``` folder;\n12. [YOLOv8: Customizing Object Detector training](https://youtu.be/ysYiV1CbCyY), code in ```Tutorials\\11_Yolov8\\train_yolov8.py``` folder;","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpythonlessons%2Fmltu","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpythonlessons%2Fmltu","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpythonlessons%2Fmltu/lists"}