{"id":28254717,"url":"https://github.com/krishbharadwaj5678/handdrive","last_synced_at":"2026-05-12T07:37:16.899Z","repository":{"id":293971379,"uuid":"985648599","full_name":"KrishBharadwaj5678/HandDrive","owner":"KrishBharadwaj5678","description":"Control Hill Climb Racing using hand gestures with real time webcam detection. Open your hand to accelerate, close your fist to stop and reverse the car.","archived":false,"fork":false,"pushed_at":"2026-04-28T08:10:57.000Z","size":14252,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2026-04-28T10:11:53.828Z","etag":null,"topics":["artificial-intelligence","computer-vision","cvzone","game-automation","game-development","gesture-recognition","github","hill-climbing","machine-learning","mediapipe","mediapipe-hands","opencv","pyautogui","python","python-game","python3"],"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/KrishBharadwaj5678.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,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2025-05-18T08:19:11.000Z","updated_at":"2026-04-28T08:11:01.000Z","dependencies_parsed_at":"2025-05-18T09:37:43.856Z","dependency_job_id":null,"html_url":"https://github.com/KrishBharadwaj5678/HandDrive","commit_stats":null,"previous_names":["krishbharadwaj5678/handdrive"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/KrishBharadwaj5678/HandDrive","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KrishBharadwaj5678%2FHandDrive","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KrishBharadwaj5678%2FHandDrive/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KrishBharadwaj5678%2FHandDrive/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KrishBharadwaj5678%2FHandDrive/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/KrishBharadwaj5678","download_url":"https://codeload.github.com/KrishBharadwaj5678/HandDrive/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KrishBharadwaj5678%2FHandDrive/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32929196,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-11T17:09:15.040Z","status":"online","status_checked_at":"2026-05-12T02:00:06.338Z","response_time":102,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":["artificial-intelligence","computer-vision","cvzone","game-automation","game-development","gesture-recognition","github","hill-climbing","machine-learning","mediapipe","mediapipe-hands","opencv","pyautogui","python","python-game","python3"],"created_at":"2025-05-19T20:15:20.940Z","updated_at":"2026-05-12T07:37:16.894Z","avatar_url":"https://github.com/KrishBharadwaj5678.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# ✋ HandDrive\n\nWelcome to **HandDrive**, a Python based computer vision project that lets you control the car in **Hill Climb Racing** using hand gestures.\n\n![HandDriveDemo](https://github.com/KrishBharadwaj5678/HandDrive/raw/main/HandDriveDemo.gif)\n\n## 🧠 Features\n\n| Feature                                  | Description                                                        |\n| ---------------------------------------- | ------------------------------------------------------------------ |\n| 🖐️ **Real time hand gesture detection** | Uses **MediaPipe** for fast and efficient hand tracking            |\n| 🚗 **Intuitive gesture controls**        | 🖐️ **Open Hand** – Triggers the **Accelerate** command  \u003cbr/\u003e ✊ **Closed Hand** – Triggers the **Brake** command |\n| 🕹️ **Game automation**                   | Designed for **Hill Climb Racing**                                 |\n| 🖥️ **Webcam based control**              | No additional hardware required - just a webcam                    |\n| 🎯 **Accurate finger detection**         | Performs well even under varied lighting conditions                |\n| 🔄 **Hands free experience**             | Play the game without touching keyboard or mouse                   |\n| 📊 **Real-time visual feedback**         | Displays hand landmarks and gesture detection live                 |\n\n---\n\n## 🛠️ Tech Stack\n\n| Technology                                              | Description                                    |\n| ------------------------------------------------------- | ---------------------------------------------- |\n| 🐍 **Python 3**                                         | Core programming language used for the project |\n| 🤖 **MediaPipe**                                        | Real time hand and finger tracking             |\n| 🖥️ **OpenCV**                                           | For webcam access and image/video processing   |\n| 🧰 **CVZone**                                           | Simplifies working with OpenCV and MediaPipe   |\n| 🎮 **pyautogui**                                        | Simulates keyboard presses to control the game |\n\n---\n\n## 🚀 How It Works\n\n1. 🖐️ **Open Hand (All fingers extended)**\n   → Simulates pressing the **accelerate** key to move the car **forward**.\n\n2. ✊ **Closed Fist (All fingers folded)**\n   → Simulates pressing the **brake** key to **stop** the car and move it **backward**.\n\n---\n\n## 📦 Installation\n\n### 1️⃣ Clone the Repository\n\n   ```bash\n   git clone https://github.com/KrishBharadwaj5678/HandDrive.git\n   ```\n\n### 2️⃣ Navigate to the Folder\n\n   ```bash\n   cd HandDrive\n   ```\n\n### 3️⃣ Install the Dependencies\n\n   ```bash\n   pip install -r requirements.txt\n   ```\n\n### 4️⃣ Run the Project\n\n   ```bash\n   python main.py\n   ```\n\n---\n\n## Contributing 🤝\n\nWant to contribute? Here's how:\n\n1. 🍴 Fork the repository.\n2. 🌿 Create a new branch (`git checkout -b feature-name`).\n3. ✍️ Make your changes and commit them (`git commit -am 'Add feature-name'`).\n4. 🚀 Push to your branch (`git push origin feature-name`).\n5. 🔄 Submit a pull request to merge into the main branch.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkrishbharadwaj5678%2Fhanddrive","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkrishbharadwaj5678%2Fhanddrive","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkrishbharadwaj5678%2Fhanddrive/lists"}