{"id":15159405,"url":"https://github.com/aryanjain28/indian-roads","last_synced_at":"2026-01-19T22:32:23.111Z","repository":{"id":129774979,"uuid":"281076624","full_name":"aryanjain28/Indian-Roads","owner":"aryanjain28","description":"An android application that detects objects normally found on Indian roads like - Car, Bicycle, Cow, Truck, etc. I used the TF-Lite model in this application and downloaded specific categories from the COCO dataset to train upon. The application uses the phone's rear camera and detects in real-time.","archived":false,"fork":false,"pushed_at":"2020-07-20T17:01:41.000Z","size":3279,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-02-13T19:17:16.639Z","etag":null,"topics":["android-application","object-detection","tensorflow","tensorflow-examples","tflite"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/aryanjain28.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":"2020-07-20T09:44:32.000Z","updated_at":"2020-07-20T17:01:43.000Z","dependencies_parsed_at":"2023-05-21T05:45:15.157Z","dependency_job_id":null,"html_url":"https://github.com/aryanjain28/Indian-Roads","commit_stats":{"total_commits":10,"total_committers":1,"mean_commits":10.0,"dds":0.0,"last_synced_commit":"215f6cbdd452539cf0f76afaf2b1e350599c6a3f"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aryanjain28%2FIndian-Roads","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aryanjain28%2FIndian-Roads/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aryanjain28%2FIndian-Roads/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aryanjain28%2FIndian-Roads/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/aryanjain28","download_url":"https://codeload.github.com/aryanjain28/Indian-Roads/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247694893,"owners_count":20980731,"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":["android-application","object-detection","tensorflow","tensorflow-examples","tflite"],"created_at":"2024-09-26T21:21:17.224Z","updated_at":"2026-01-19T22:32:23.074Z","avatar_url":"https://github.com/aryanjain28.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Introduction\nAn android application that detects objects usually found on an indian road.\nImages for the specific categories is downloaded from COCO dataset, using a script that I wrote (available in Script folder in repository).\nCategories includes 8 objects, they are : \n    \n      1. Cow\n      2. Dog\n      3. Truck\n      4. Bicycle\n      5. Truck\n      6. MotorCycle\n      7. Person\n      8. Bus\n      \nI trained, model from \"ssd_mobilenet_v2_quantized_300x300_coco\" tensorflow model's zoo and converted it to TF-Lite in order to use it in mobile.\n    \n# Usage\n\nThe application simply uses phones rear camera and detects objects in real time\n\n# Screenshots\n\n\u003cbr\u003e\n\u003cp align=\"center\"\u003e\u003cimg width=\"200\" src=\"https://raw.githubusercontent.com/aryanjain28/Indian-Roads/master/Screenshot.gif\"\u003e\u003c/p\u003e\n\u003cbr\u003e\n\n# References\n\n\u003ca herf=\"https://towardsdatascience.com/detecting-pikachu-on-android-using-tensorflow-object-detection-15464c7a60cd\"\u003ehttps://medium.com\u003c/a\u003e\u003cbr\u003e\n\u003ca herf=\"https://cocodataset.org/\"\u003ehttps://cocodataset.org/\u003c/a\u003e\u003cbr\u003e\n\u003ca href=\"https://www.tensorflow.org/lite/\" \u003ehttps://www.tensorflow.org/lite/\u003c/a\u003e\u003cbr\u003e\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faryanjain28%2Findian-roads","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faryanjain28%2Findian-roads","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faryanjain28%2Findian-roads/lists"}