yoha
mediapipe
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yoha | mediapipe | |
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11 | 49 | |
2,050 | 25,405 | |
0.3% | 2.1% | |
3.0 | 9.9 | |
24 days ago | 4 days ago | |
TypeScript | C++ | |
MIT License | 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.
yoha
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[P] YoHa: A practical hand tracking engine.
Hey, thank you for this question. You basically want to be able to use hand tracking like a computer mouse (please correct me if I'm wrong). My gut feel is that this would not be too hard to do. If the major operating systems offer the respective APIs to do so (which I would assume they do) then it should be mainly a matter of putting in the work to implement it. If you want to, feel free to open an issue on GitHub to document this feature request.
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Weekly Digest 42/2021
GitHub - handtracking-io/yoha: A practical hand tracking engine.
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🚀10 Trending projects on GitHub for web developers - 22nd October 2021
Demo (Code)
- YoHa: A practical hand tracking engine
- yoha - A practical hand tracking engine.
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Show HN: YoHa – A practical hand tracking engine
Thank you for the feedback. I can confirm there seems to be an issue with iOS/Chrome and created a GitHub issue for it (https://github.com/handtracking-io/yoha/issues/5).
Note that if you were trying iOS/Safari and not iOS/Chrome there is nothing that can be done due to a limitation that is documented in the section "Discussion" here: https://developer.apple.com/documentation/webkitjs/canvasren... Will document this.
mediapipe
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Mediapipe openpose Controlnet model for SD
mediapipe/docs/solutions/pose.md at master · google/mediapipe · GitHub
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MEDIAPIPE on-device diffusion plugins for conditioned text-to-image generation
Today, we announce MediaPipe diffusion plugins, which enable controllable text-to-image generation to be run on-device. Expanding upon our prior work on GPU inference for on-device large generative models, we introduce new low-cost solutions for controllable text-to-image generation that can be plugged into existing diffusion models and their Low-Rank Adaptation (LoRA) variants.
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Running a TensorFlow object detector model and drawing boxes around objects at 60 FPS - all in React Native / JavaScript!
You can just grab the TFLite version! https://github.com/google/mediapipe/blob/master/docs/solutions/models.md
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OpenAI came after our domain because we use GPT in it
I believe Google already released transformers under an apache 2 license with a patent grant:
https://github.com/google/mediapipe/blob/master/mediapipe/mo...
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Open source Background Remover: Remove Background from images and video using AI
I was going to say that I like the MediaPipe Selfie Segmentation model for doing this sort of thing in a web page, but I've just noticed (when getting the GitHub link[1]) that Google have marked the code as legacy[2] ... no idea if the new solution is better/easier to use[3].
For what it's worth, my CodePen using the old model is here: https://codepen.io/kaliedarik/pen/PopBxBM
[1] - https://github.com/google/mediapipe/blob/master/docs/solutio...
[2] - "Attention: Thank you for your interest in MediaPipe Solutions. As of April 4, 2023, this solution was upgraded to a new MediaPipe Solution."
[3] - https://developers.google.com/mediapipe/solutions/vision/ima...
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[P] Pattern recognition
I have used mediapipe very successfully in multiple projects and it's very easy to get running. You can choose from many different vision tasks including hand landmarks ( https://github.com/google/mediapipe/blob/master/docs/solutions/hands.md )
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Getting face feature pose statistics
I found MediaPipe's Face Mesh and was impressed with how simple it was to get going, but it just gives you the landmark points and I've not gone any further yet.
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New ControlNet Face Model
We've trained ControlNet on a subset of the LAION-Face dataset using modified output from MediaPipe's face mesh annotator to provide a new level of control when generating images of faces.
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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/
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mediapipe VS daisykit - a user suggested alternative
2 projects | 24 Mar 2023
What are some alternatives?
just - A library of dependency-free JavaScript utilities that do just one thing.
openpose - OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
browsh - A fully-modern text-based browser, rendering to TTY and browsers
ue4-mediapipe-plugin - UE4 MediaPipe plugin
uptime-kuma.
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
uptime-kuma - A fancy self-hosted monitoring tool
AlphaPose - Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
dxvk - Vulkan-based implementation of D3D9, D3D10 and D3D11 for Linux / Wine
BlazePose-tensorflow - A third-party Tensorflow Implementation for paper "BlazePose: On-device Real-time Body Pose tracking".
yoha.
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...).