{"id":19412719,"url":"https://github.com/tensorlayer/tlxzoo","last_synced_at":"2025-04-24T11:31:26.454Z","repository":{"id":38337654,"uuid":"447879222","full_name":"tensorlayer/TLXZoo","owner":"tensorlayer","description":"Pre-trained backbones for TensorLayerX","archived":false,"fork":false,"pushed_at":"2024-11-06T03:17:48.000Z","size":2191,"stargazers_count":32,"open_issues_count":0,"forks_count":7,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-04-03T04:13:23.449Z","etag":null,"topics":["jittor","mindspore","oneflow","paddlepaddle","pytorch","tensorflow","tensorlayer","tensorlayerx"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/tensorlayer.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":"2022-01-14T07:29:11.000Z","updated_at":"2024-11-06T03:17:52.000Z","dependencies_parsed_at":"2024-03-05T03:23:55.952Z","dependency_job_id":"03cc4604-c1ca-4f73-b8cf-e93fe275a555","html_url":"https://github.com/tensorlayer/TLXZoo","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorlayer%2FTLXZoo","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorlayer%2FTLXZoo/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorlayer%2FTLXZoo/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorlayer%2FTLXZoo/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tensorlayer","download_url":"https://codeload.github.com/tensorlayer/TLXZoo/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":250618210,"owners_count":21460042,"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":["jittor","mindspore","oneflow","paddlepaddle","pytorch","tensorflow","tensorlayer","tensorlayerx"],"created_at":"2024-11-10T12:27:57.227Z","updated_at":"2025-04-24T11:31:25.615Z","avatar_url":"https://github.com/tensorlayer.png","language":"Python","readme":"\u003ca href=\"https://tensorlayerx.readthedocs.io/\"\u003e\n    \u003cdiv align=\"center\"\u003e\n        \u003cimg src=\"https://git.openi.org.cn/hanjr/tensorlayerx-image/raw/branch/master/tlx-LOGO--02.jpg\" width=\"60%\" height=\"50%\"/\u003e\n    \u003c/div\u003e\n\u003c/a\u003e\n\nPre-trained models based on TensorLayerX. \nTensorLayerX is a multi-backend AI framework, which can run on almost all operation systems and AI hardwares, and support hybrid-framework programming. The currently version supports TensorFlow, MindSpore, PaddlePaddle, PyTorch, OneFlow and Jittor as the backends.\n\n# Quick Start\n## Installation\n### pip\n```bash\n# install from pypi\npip3 install tlxzoo\n```\n\n### docker\n```bash\ndocker pull xiaolong0612/tlxzoo:0.0.1\n# run docker\ncd /workspace/tlxzoo\npython demo/vision/image_classification/vgg/predict.py\n```\n\n## train\n```bash\npython demo/vision/image_classification/vgg/train.py\n```\n\n### pretrained model\nhttps://pan.baidu.com/s/1FZiHSthgX2FqynBP9cJ6_A?pwd=8dbs\n\n## predict\n\n```bash\npython demo/vision/image_classification/vgg/predict.py\n```\n\n# Scenes and Models\n\nTLXZOO currently covers 4 fields and 12 tasks. They ares listed below:\n\n## Vision\n\n### Object Detection\n- [DETR](demo/vision/object_detection/detr)\n- [PPYOLOE](demo/vision/object_detection/ppyoloe)\n\n### Image Classification\n- [ResNet](demo/vision/image_classification/resnet)\n- [VGG](demo/vision/image_classification/vgg)\n- [EfficientNet](demo/vision/image_classification/efficientnet)\n\n### Image Segmentation\n- [UNet](demo/vision/image_segmentation/unet)\n\n### Face Recognition\n- [RetinaFace](demo/vision/face_recognition/retinaface)\n- [ArcFace](demo/vision/face_recognition/arcface)\n\n### Human Pose Estimation\n- [HRNet](demo/vision/human_pose_estimation/hrnet)\n\n### Facial Landmark Detection\n- [PFLD](demo/vision/facial_landmark_detection/pfld)\n\n### OCR\n- [TrOCR](demo/vision/ocr/trocr)\n\n## Text\n\n### Text Classification\n- [BERT](demo/text/text_classification/bert)\n- [T5](demo/text/text_classification/t5)\n\n### Text Conditional Generation\n- [T5](demo/text/nmt/t5)\n  \n### Text Token Classidication\n- [BERT](demo/text/token_classification/bert)\n- [T5](demo/text/token_classification/t5)\n\n## Speech\n\n### Automatic Speech Recognition\n- [wav2vec](demo/speech/automatic_speech_recognition/wav2vec)\n\n## Graph\n\n### Node Classification\n- [GCN](tlxzoo/module/gcn/gcn.py)","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftensorlayer%2Ftlxzoo","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftensorlayer%2Ftlxzoo","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftensorlayer%2Ftlxzoo/lists"}