{"id":16428156,"url":"https://github.com/nazanin1369/trafficsignsclassifier","last_synced_at":"2026-02-21T11:02:36.706Z","repository":{"id":77814661,"uuid":"87042626","full_name":"Nazanin1369/TrafficSignsClassifier","owner":"Nazanin1369","description":"CovNET classifier with Tensorflow","archived":false,"fork":false,"pushed_at":"2017-04-15T17:59:23.000Z","size":38970,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-08-15T15:45:50.560Z","etag":null,"topics":["convolutional-neural-networks","image-processing","image-recognition","self-driving-car"],"latest_commit_sha":null,"homepage":null,"language":"HTML","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/Nazanin1369.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":"2017-04-03T05:56:40.000Z","updated_at":"2017-04-17T01:43:01.000Z","dependencies_parsed_at":"2023-06-04T20:00:32.837Z","dependency_job_id":null,"html_url":"https://github.com/Nazanin1369/TrafficSignsClassifier","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Nazanin1369/TrafficSignsClassifier","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Nazanin1369%2FTrafficSignsClassifier","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Nazanin1369%2FTrafficSignsClassifier/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Nazanin1369%2FTrafficSignsClassifier/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Nazanin1369%2FTrafficSignsClassifier/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Nazanin1369","download_url":"https://codeload.github.com/Nazanin1369/TrafficSignsClassifier/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Nazanin1369%2FTrafficSignsClassifier/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29679049,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-21T09:33:50.764Z","status":"ssl_error","status_checked_at":"2026-02-21T09:33:19.949Z","response_time":107,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":["convolutional-neural-networks","image-processing","image-recognition","self-driving-car"],"created_at":"2024-10-11T08:15:18.881Z","updated_at":"2026-02-21T11:02:36.690Z","avatar_url":"https://github.com/Nazanin1369.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"## Build a Traffic Sign Recognition Program\n\n\nOverview\n---\nIn this project, I used deep neural networks and convolutional neural networks to classify traffic signs. I trained and validated a model so it can classify traffic sign images using the [German Traffic Sign Dataset](http://benchmark.ini.rub.de/?section=gtsrb\u0026subsection=dataset). After the model is trained, then I tried out the model on images of German traffic signs that you find on the web.\n\n\n### Dependencies\nThis lab requires:\n\n* [CarND Term1 Starter Kit](https://github.com/udacity/CarND-Term1-Starter-Kit)\n\nThe lab environment can be created with CarND Term1 Starter Kit. Click [here](https://github.com/udacity/CarND-Term1-Starter-Kit/blob/master/README.md) for the details.\n\n### Dataset and Repository\n\n1. Download the data set. The classroom has a link to the data set in the \"Project Instructions\" content. This is a pickled dataset in which we've already resized the images to 32x32. It contains a training, validation and test set.\n2. 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