mediapipe
flutter_hand_tracking_plugin
Our great sponsors
| mediapipe | flutter_hand_tracking_plugin | |
|---|---|---|
| 41 | 1 | |
| 21,031 | 258 | |
| 4.3% | - | |
| 6.4 | 0.0 | |
| 6 days ago | almost 3 years ago | |
| C++ | Dart | |
| Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
mediapipe
-
Trained an ML model using TensorFlow.js to classify American Sign Language (ASL) alphabets on browser. We are creating an open-source platform and would love to receive your feedback on our project.
Medipaipe library link: https://mediapipe.dev/
-
mediapipe VS daisykit - a user suggested alternative
2 projects | 24 Mar 2023
- Google Summer of code 2023 is coming
-
10$ Full Body Tracking! I'm proud to release ToucanTrack (in Beta!). Get decent FBT with the power of 2 PS3 Eye Cameras and AI!
If you're looking for the differences in terms of how inference is done, I recommend you take a look at MediaPipe's source code. MediaPipe doesn't use raw code, but uses a "graph" instead (eg. pose_landmark_cpu.pbtxt), which can be visualised using MediaPipe Viz. I also used axinc-ai/ailia-models as the base (preprocessing, inference, postprocessing, etc...) which I further built upon (keypoint refinement, roi from keypoints, filtering / smoothing, etc...)
-
Started working on this motion tracking prototype demo game in python and Unity!
I thought of doing that but unfortunately medipipe requires a RGB input and performs better with it more on that here
- obs-backgroundremoval: An OBS plugin for removing background in portrait video
- [N] Body tracking with TensorFlow
- I'm Addicted to Assets
-
What software can convert camera footage to a skeleton animation?
You might want to check out https://github.com/open-mmlab/mmhuman3d and https://github.com/google/mediapipe
-
Show HN: YoHa – A practical hand tracking engine
This architecture was also used in the link referenced when bringing up alternative implementations:
https://github.com/google/mediapipe/issues/877#issuecomment-...
flutter_hand_tracking_plugin
-
Using BlazePose by Mediapipe
This GitHub repo uses the hand model but might get you started https://github.com/zhouzaihang/flutter_hand_tracking_plugin
What are some alternatives?
openpose - OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
ue4-mediapipe-plugin - UE4 MediaPipe plugin
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
AlphaPose - Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
BlazePose-tensorflow - A third-party Tensorflow Implementation for paper "BlazePose: On-device Real-time Body Pose tracking".
jeelizFaceFilter - Javascript/WebGL lightweight face tracking library designed for augmented reality webcam filters. Features : multiple faces detection, rotation, mouth opening. Various integration examples are provided (Three.js, Babylon.js, FaceSwap, Canvas2D, CSS3D...).
bevy - A refreshingly simple data-driven game engine built in Rust
tfjs-models - Pretrained models for TensorFlow.js
stylegan2-pytorch - Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement
pifuhd - High-Resolution 3D Human Digitization from A Single Image.
Bazel - a fast, scalable, multi-language and extensible build system
Deep Java Library (DJL) - An Engine-Agnostic Deep Learning Framework in Java