{"id":16517260,"url":"https://github.com/vietanhdev/vtfs_yolox","last_synced_at":"2026-05-10T08:46:06.082Z","repository":{"id":79025403,"uuid":"390654558","full_name":"vietanhdev/vtfs_yolox","owner":"vietanhdev","description":"Code for training YOLOX with VIA Traffic sign dataset","archived":false,"fork":false,"pushed_at":"2023-07-16T04:00:07.000Z","size":8,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-01-13T06:42:21.804Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/vietanhdev.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2021-07-29T08:28:35.000Z","updated_at":"2023-07-16T04:00:11.000Z","dependencies_parsed_at":"2024-11-13T18:53:49.780Z","dependency_job_id":null,"html_url":"https://github.com/vietanhdev/vtfs_yolox","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/vietanhdev%2Fvtfs_yolox","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vietanhdev%2Fvtfs_yolox/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vietanhdev%2Fvtfs_yolox/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vietanhdev%2Fvtfs_yolox/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/vietanhdev","download_url":"https://codeload.github.com/vietanhdev/vtfs_yolox/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241559389,"owners_count":19982253,"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":[],"created_at":"2024-10-11T16:29:40.887Z","updated_at":"2026-05-10T08:46:01.052Z","avatar_url":"https://github.com/vietanhdev.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# YOLOX for VIA Traffic Sign dataset\n\nThese instructions guide you to train and infer the YOLOX model on [VIA Traffic Sign dataset](https://github.com/makerhanoi/via-datasets).\n\n## 1. Prepare environment\n\n- Clone and install YOLOX using instructions from the official repository:\n\n```\ngit clone https://github.com/Megvii-BaseDetection/YOLOX\n```\n\n- Clone source code for training with VIA Traffic Sign dataset:\n\n```\ncd YOLOX\ngit clone https://github.com/vietanhdev/vtfs_yolox.git\n```\n\n## 2. Dataset preparation\n\nDownload and extract VIA traffic sign dataset:\n\n```\nbash vtfs_yolox/download_data.sh\n```\n\n## 3. Training\n\n```\nexport YOLOX_DATADIR=datasets/vtfs/\npython3 tools/train.py -f vtfs_yolox/exps/tfs_nano.py -b 8\n```\n\n## 4. Inference \n\n```\npython vtfs_yolox/pth_inference.py webcam -f vtfs_yolox/exps/tfs_nano.py -c best_ckpt.pth.tar --conf 0.25 --nms 0.45 --tsize 416 --device cpu --save_result\n```\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvietanhdev%2Fvtfs_yolox","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fvietanhdev%2Fvtfs_yolox","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvietanhdev%2Fvtfs_yolox/lists"}