{"id":16780190,"url":"https://github.com/dev-khant/subway-surfer-hand-motion","last_synced_at":"2026-05-18T19:42:02.118Z","repository":{"id":112231884,"uuid":"420065574","full_name":"Dev-Khant/Subway-Surfer-Hand-Motion","owner":"Dev-Khant","description":"Hand Motion Object Detector","archived":false,"fork":false,"pushed_at":"2021-11-30T15:00:02.000Z","size":161416,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-23T06:32:38.399Z","etag":null,"topics":["object-detection","ssd-mobilenet","tensorflow"],"latest_commit_sha":null,"homepage":"","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/Dev-Khant.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":"2021-10-22T11:01:17.000Z","updated_at":"2023-09-06T21:40:17.000Z","dependencies_parsed_at":"2023-05-11T18:31:36.349Z","dependency_job_id":null,"html_url":"https://github.com/Dev-Khant/Subway-Surfer-Hand-Motion","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/Dev-Khant%2FSubway-Surfer-Hand-Motion","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Dev-Khant%2FSubway-Surfer-Hand-Motion/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Dev-Khant%2FSubway-Surfer-Hand-Motion/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Dev-Khant%2FSubway-Surfer-Hand-Motion/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Dev-Khant","download_url":"https://codeload.github.com/Dev-Khant/Subway-Surfer-Hand-Motion/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243926071,"owners_count":20369910,"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":["object-detection","ssd-mobilenet","tensorflow"],"created_at":"2024-10-13T07:34:20.009Z","updated_at":"2026-05-18T19:41:57.075Z","avatar_url":"https://github.com/Dev-Khant.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Subway Surfers with Hand Motions\n\n![img](https://user-images.githubusercontent.com/57898986/140607483-332a70eb-05ba-44d3-b1e7-b6d3a9036597.png)\n\n\n## Object Detection Model\n\nBuilt an Object Detector which detects the position of Hand and accordingly predicts the movement. The movements are Up, Down, Right, Left. These movements are then passed to the game.\u003cbr\u003e\u003cbr\u003e\n\nModel used for detection is SSD_MobileNet_V2_FPNLite as it can detect object in around 25ms with the help of Tensorflow Object Detection API [here](https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/tf2_detection_zoo.md) and for setting up the environment go through the official article [here](https://tensorflow-object-detection-api-tutorial.readthedocs.io/en/latest/).\u003cbr\u003e \nFolder for Tensorflow Object Detection API is on MASTER branch .\u003cbr\u003e\u003cbr\u003e\n\nUsed custom dataset consisting of 250 train images and 50 test images for each class.\u003cbr\u003e\u003cbr\u003e\n\nThe link for the working video [YouTube](https://www.youtube.com/watch?v=LYiCKA1DeFg).\n\n\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdev-khant%2Fsubway-surfer-hand-motion","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdev-khant%2Fsubway-surfer-hand-motion","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdev-khant%2Fsubway-surfer-hand-motion/lists"}