gestures2anything
fingerpose
| gestures2anything | fingerpose | |
|---|---|---|
| 1 | 2 | |
| 7 | 435 | |
| - | - | |
| 0.0 | 0.0 | |
| almost 3 years ago | about 1 year ago | |
| HTML | JavaScript | |
| MIT License | MIT License |
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gestures2anything
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Use your webcam to identify gestures and trigger loops, effects and anything else using MIDI messages
Yes, I used cv2 in that first version. In the website now I'm using tensorflow.js handpose. In windows I use MidiLoop to connect to Ableton, in OSX people told me you can use the IAC driver. I left here some instructions.
fingerpose
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Ombromanie: Creating Hand Shadow stories with Azure Speech and TensorFlow.js Handposes
One other library, fingerposes, is optimized for finger spelling in a sign language context and is worth a look.
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HandSign - Learn a Sign Language with Your Camera
To detect and identify a certain gesture or custom gesture, I use the Fingerpose library. The instructions are very simple here.
What are some alternatives?
MocapNET - We present MocapNET, a real-time method that estimates the 3D human pose directly in the popular Bio Vision Hierarchy (BVH) format, given estimations of the 2D body joints originating from monocular color images. Our contributions include: (a) A novel and compact 2D pose NSRM representation. (b) A human body orientation classifier and an ensemble of orientation-tuned neural networks that regress the 3D human pose by also allowing for the decomposition of the body to an upper and lower kinematic hierarchy. This permits the recovery of the human pose even in the case of significant occlusions. (c) An efficient Inverse Kinematics solver that refines the neural-network-based solution providing 3D human pose estimations that are consistent with the limb sizes of a target person (if known). All the above yield a 33% accuracy improvement on the Human 3.6 Million (H3.6M) dataset compared to the baseline method (MocapNET) while maintaining real-time performance
tfjs-models - Pretrained models for TensorFlow.js
lela - Lela is a smart dietician who can help you to maintain diet and it also has Yoga posture detection feature where users can practice yoga at their home. https://lela-dietician.herokuapp.com
awesome-hand-pose-estimation - Awesome work on hand pose estimation/tracking
Contour-Based-Writing - This is a simple concept to do writing like operation using the contours. Please follow the article https://q-viper.github.io/2020/08/28/gesture-based-visually-writing-system-web-app/ for further details.
posedance - 🕺💃 The TikTok Trainer! Using PoseNet, match the dancer's moves, get a high score!
human - Human: AI-powered 3D Face Detection & Rotation Tracking, Face Description & Recognition, Body Pose Tracking, 3D Hand & Finger Tracking, Iris Analysis, Age & Gender & Emotion Prediction, Gaze Tracking, Gesture Recognition
vscode-azurestaticwebapps - Azure Static Web Apps extension for VS Code