{"id":16168482,"url":"https://github.com/mostoriginalign/jetsonsigndetect","last_synced_at":"2025-04-07T06:29:56.411Z","repository":{"id":44363346,"uuid":"512257705","full_name":"MostOriginalIGN/jetsonSignDetect","owner":"MostOriginalIGN","description":null,"archived":false,"fork":false,"pushed_at":"2022-10-23T18:57:35.000Z","size":4397,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-13T10:46:03.652Z","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/MostOriginalIGN.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}},"created_at":"2022-07-09T18:26:02.000Z","updated_at":"2022-07-09T18:52:06.000Z","dependencies_parsed_at":"2023-01-20T08:48:57.469Z","dependency_job_id":null,"html_url":"https://github.com/MostOriginalIGN/jetsonSignDetect","commit_stats":null,"previous_names":["mostoriginalign/jetsonsigndetect"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MostOriginalIGN%2FjetsonSignDetect","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MostOriginalIGN%2FjetsonSignDetect/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MostOriginalIGN%2FjetsonSignDetect/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MostOriginalIGN%2FjetsonSignDetect/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/MostOriginalIGN","download_url":"https://codeload.github.com/MostOriginalIGN/jetsonSignDetect/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247605435,"owners_count":20965596,"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":"2024-10-10T03:11:54.426Z","updated_at":"2025-04-07T06:29:56.386Z","avatar_url":"https://github.com/MostOriginalIGN.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# jetsonSignDetect\n\nWas a project for an AI and Machine Learning class.\nA prototype program to detect speed limit signs. Images are drawings of speed limit signs so it will not work in the real world. Model has accuracy of 94% for me. \n\n![sign](https://github.com/Astrogamer54/jetsonSignDetect/blob/main/demoimages/sign.png)\n![sign1](https://github.com/Astrogamer54/jetsonSignDetect/blob/main/demoimages/sign1.png)\n![sign2](https://github.com/Astrogamer54/jetsonSignDetect/blob/main/demoimages/sign2.png)\n\n## How to run\n\n### Clone repo\n`git clone https://github.com/Astrogamer54/jetsonSignDetect.git`\n`cd jetsonSignDetect`\n\n### Unpack images\n``` \nmkdir data/traffic_signs/TEST \u0026\u0026 tar -xvzf data/traffic_signs/TEST.tar.gz -C data/traffic_signs/TEST\ntar -xvzf traffic_signs.tar.gz -C data/traffic_signs/\n```\n\n\n### Run train.py\n```\npython3 train.py -b 8 --epochs CHANGETHISTOHOWMANYEPOCHESYOUWANT -j 2\n```\n\n### set env\n```\nNET=models/traffic_signs\nDATASET=data/traffic_signs\n```\n\n### Run imageNet\n`python3 getsign.py --model=$NET/resnet18.onnx --input_blob=input_0 --output_blob=output_0 --labels=$DATASET/labels.txt $DATASET/TEST/60/200.jpg.jpg sign.png`\n\n### batchresize.py is for resizing images if you take new ones\nex\n`python3 batchresize.py DIR`\n`python3 batchresize.py data/traffic_signs/40mph`\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmostoriginalign%2Fjetsonsigndetect","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmostoriginalign%2Fjetsonsigndetect","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmostoriginalign%2Fjetsonsigndetect/lists"}