mediapipe
jeelizFaceFilter
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mediapipe | jeelizFaceFilter | |
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49 | 2 | |
25,405 | 2,617 | |
2.1% | 1.0% | |
9.9 | 5.2 | |
3 days ago | 3 months ago | |
C++ | JavaScript | |
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
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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
jeelizFaceFilter
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Adding AR Filters in a 100ms Video Call - Part 1
Ikr! That's what I was thinking when I came across Jeeliz. Now I have worked with tensorflow.js based libraries in the past but they're usually quite CPU intensive for a live video use case. Jeeliz looked promising as it's designed for this use case. So I thought why not try it out by adding some 3d AR filters to our video calls. Well! that is what we're going to do.
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Best Web-Based Face Tracking Library?
I created a demo face filter web app using jeeliz. It has great features however, I found that the tracking performance wasn't perfect. Media pipe seems to require building out custom features manually to achieve the face filter app I need. I'm wondering if building a more custom app with mediapipe would be worth the extra effort over Jeeliz.
What are some alternatives?
openpose - OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
shader-web-background - Displays GLSL fragment shaders as a website background. Supports offscreen buffers and floating point textures on almost any browser and hardware. Compatible with Shadertoy.
ue4-mediapipe-plugin - UE4 MediaPipe plugin
troika - A JavaScript framework for interactive 3D and 2D visualizations
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
three-stdlib - 📚 Stand-alone library of threejs examples designed to run without transpilation in node & browser
AlphaPose - Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
download-snap-memories - Script to download all memories from Snapchat
BlazePose-tensorflow - A third-party Tensorflow Implementation for paper "BlazePose: On-device Real-time Body Pose tracking".
model-browser - model-browser is a command line tool available on npm, for browsing local 3D models via a web browser. It currently only supports GLB files.
pifuhd - High-Resolution 3D Human Digitization from A Single Image.
three.js - JavaScript 3D Library.