{"id":26460251,"url":"https://github.com/faceplugin-ltd/palm-recognition","last_synced_at":"2025-03-19T02:49:05.373Z","repository":{"id":265095723,"uuid":"895075969","full_name":"Faceplugin-ltd/Palm-Recognition","owner":"Faceplugin-ltd","description":"The world's 1st free and open source palm recognition SDK for Windows and Linux (Palm detection, ROI extraction, Template extraction, Template mathcing)","archived":false,"fork":false,"pushed_at":"2025-03-15T02:23:47.000Z","size":92583,"stargazers_count":38,"open_issues_count":0,"forks_count":26,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-03-15T03:24:59.455Z","etag":null,"topics":["biometric-authentication","computer-vision","deep-learning","image-processing","image-recognition","machine-learning","palm-detection","palm-print-recognition","palm-recognition","python"],"latest_commit_sha":null,"homepage":"https://faceplugin.com/","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/Faceplugin-ltd.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":"2024-11-27T14:14:10.000Z","updated_at":"2025-03-15T02:23:51.000Z","dependencies_parsed_at":"2024-12-01T06:49:15.795Z","dependency_job_id":null,"html_url":"https://github.com/Faceplugin-ltd/Palm-Recognition","commit_stats":null,"previous_names":["faceplugin-ltd/palm-recognition"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Faceplugin-ltd%2FPalm-Recognition","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Faceplugin-ltd%2FPalm-Recognition/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Faceplugin-ltd%2FPalm-Recognition/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Faceplugin-ltd%2FPalm-Recognition/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Faceplugin-ltd","download_url":"https://codeload.github.com/Faceplugin-ltd/Palm-Recognition/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244345090,"owners_count":20438241,"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":["biometric-authentication","computer-vision","deep-learning","image-processing","image-recognition","machine-learning","palm-detection","palm-print-recognition","palm-recognition","python"],"created_at":"2025-03-19T02:49:04.880Z","updated_at":"2025-03-19T02:49:05.366Z","avatar_url":"https://github.com/Faceplugin-ltd.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cdiv align=\"center\"\u003e\n\u003cimg alt=\"\" src=\"https://github.com/Faceplugin-ltd/FaceRecognition-Javascript/assets/160750757/657130a9-50f2-486d-b6d5-b78bcec5e6e2.png\" width=200/\u003e\n\u003c/div\u003e\n\n# Palm Recognition SDK for Windows and Linux - Fully On Premise\n\n## Overview\nThe world's 1st **Completely Free and Open Source** `Palm Recognition SDK` from [Faceplugin](https://faceplugin.com/) for developers to integrate palm recognition capabilities into applications. Supports real-time, high-accuracy palm recognition with deep learning models.\n\u003cbr\u003eThis is `on-premise palm recognition SDK` which means everything is processed in your device and **NO** data leaves it.\n\u003cbr\u003eYou can use this SDK on Windows and Linux.\n\u003cbr\u003e\u003cbr\u003e**Please contact us if you need the SDK with higher accuracy.**\n\u003cbr\u003e\u003c/br\u003e\n\n## Key Features\n- **Real-Time Palm Recognition**: Can detect and recognize palm from live video streams. Currently only supports palm recognition from an image.\n- **High Accuracy**: Built with deep learning models trained on large datasets.\n- **Cross-Platform**: Compatible with Windows and Linux.\n- **Flexible Integration**: Easy-to-use APIs for seamless integration into any project.\n- **Scalable**: Works on local devices, cloud, or embedded systems.\n- **Python SDK**: Comprehensive support for Python with extensive documentation and examples.\n\n## Applications\nThis **Palm Recognition SDK** is ideal for a wide range of applications, including:\n- **Time Attendance Systems**: Monitor arrivals and depatures using palm recognition.\n- **Security Systems**: Access control and surveillance.\n- **User Authentication**: Biometric login and multi-factor authentication.\n- **Smart Devices**: Integration into IoT devices for smart home or office applications.\n- **Augmented Reality**: Enhance AR applications with real-time palm recognition.\n\n## Installation\nPlease download anaconda on your computer and install it.\nWe used Windows machine without GPU for testing.\n\n### create anaconda environment \n- conda create -n palm python=3.9\n\n### activate env\n- conda activate palm\n\n### install dependencies\n- pip install torch torchvision torchaudio\u003cbr\u003e\n- pip install opencv-python\u003cbr\u003e\n- pip install tqdm\u003cbr\u003e\n- pip install scikit-image\u003cbr\u003e\n- pip install mediapipe\u003cbr\u003e\n\n### compare two palm images in the test_images directory.\n- python main.py\n\n## APIs and Parameters\n\n- **classify_hand(mp_hands, hand_landmarks, image_width):** determine if the hand is left hand or right hand\u003cbr\u003e\n- **extract_roi(hands, mp_hands, img_path):** extract region of interest from the palm image for template matching\u003cbr\u003e\n- **extract_features(mp_hands, hands, path: str):** extract template from the plam image specified by the path parameter\u003cbr\u003e\n- **compare_two_images(mp_hands, hands, image_path1, image_path2, similarity_threshold=0.8)**: compare two hand images to determine if they are the same hand or not\u003cbr\u003e\n\n## List of our Products\n\n* **[FaceRecognition-LivenessDetection-Android](https://github.com/Faceplugin-ltd/FaceRecognition-Android)**\n* **[FaceRecognition-LivenessDetection-iOS](https://github.com/Faceplugin-ltd/FaceRecognition-iOS)**\n* **[FaceRecognition-LivenessDetection-React Native](https://github.com/Faceplugin-ltd/FaceRecognition-React-Native#)**\n* **[FaceRecognition-LivenessDetection-Flutter](https://github.com/Faceplugin-ltd/FaceRecognition-Flutter)**\n* **[FaceRecognition-LivenessDetection-.Net WPF](https://github.com/Faceplugin-ltd/FaceRecognition-WPF-.Net)**\n* **[FaceRecognition-LivenessDetection-.Net MAUI](https://github.com/Faceplugin-ltd/FaceRecognition-.Net)**\n* **[FaceLivenessDetection-Linux](https://github.com/Faceplugin-ltd/FaceLivenessDetection-Linux)**\n* **[FaceRecognition-LivenessDetection-Javascript](https://github.com/Faceplugin-ltd/FaceRecognition-LivenessDetection-Javascript)**\n* **[FaceRecognition-LivenessDetection-React](https://github.com/Faceplugin-ltd/FaceRecognition-LivenessDetection-React)**\n* **[FaceRecognition-LivenessDetection-Vue](https://github.com/Faceplugin-ltd/FaceRecognition-LivenessDetection-Vue)**\n* **[ID Card Recognition](https://github.com/Faceplugin-ltd/ID-Card-Recognition)**\n\n## Contact\n\u003cdiv align=\"left\"\u003e\n\u003ca target=\"_blank\" href=\"mailto:info@faceplugin.com\"\u003e\u003cimg src=\"https://img.shields.io/badge/email-info@faceplugin.com-blue.svg?logo=gmail \" alt=\"faceplugin.com\"\u003e\u003c/a\u003e\u0026emsp;\n\u003ca target=\"_blank\" href=\"https://t.me/faceplugin\"\u003e\u003cimg src=\"https://img.shields.io/badge/telegram-@faceplugin-blue.svg?logo=telegram \" alt=\"faceplugin.com\"\u003e\u003c/a\u003e\u0026emsp;\n\u003ca target=\"_blank\" href=\"https://wa.me/+14422295661\"\u003e\u003cimg src=\"https://img.shields.io/badge/whatsapp-faceplugin-blue.svg?logo=whatsapp \" alt=\"faceplugin.com\"\u003e\u003c/a\u003e\n\u003c/div\u003e\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffaceplugin-ltd%2Fpalm-recognition","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffaceplugin-ltd%2Fpalm-recognition","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffaceplugin-ltd%2Fpalm-recognition/lists"}