conrod
mediapipe
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conrod | mediapipe | |
---|---|---|
5 | 49 | |
3,351 | 25,405 | |
0.5% | 2.1% | |
1.8 | 9.9 | |
over 2 years ago | 5 days ago | |
Rust | C++ | |
GNU General Public License v3.0 or later | 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.
conrod
- Hey Rustaceans! Got an easy question? Ask here (42/2021)!
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qoin: gRPC API for MediaPipe
This is a desktop application that a pointer moves in the display following hand moving. It is written in Rust using conrod as the GUI framework. There is no official gRPC implementation, but we can use such as tonic.
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Rust GUI: Introduction, a.k.a. the state of Rust GUI libraries (As of January 2021)
Conrod
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Can you combine piston and conrod libraries?
If anyone is reading this in the future, there is an example at https://github.com/PistonDevelopers/conrod/tree/master/backends/conrod_piston.
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Dyon – A rusty dynamically typed scripting language
Also check out conrod[0] which is from the same group. One of the really awesome GUI projects in rust that sticks out in my mind.
[0]: https://github.com/PistonDevelopers/conrod
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?
Azul - Desktop GUI Framework
openpose - OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
imgui-rs - Rust bindings for Dear ImGui
ue4-mediapipe-plugin - UE4 MediaPipe plugin
Native Windows GUI - A light windows GUI toolkit for rust
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
gtk - DEPRECATED, use https://github.com/gtk-rs/gtk3-rs repository instead!
AlphaPose - Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
egui - egui: an easy-to-use immediate mode GUI in Rust that runs on both web and native
BlazePose-tensorflow - A third-party Tensorflow Implementation for paper "BlazePose: On-device Real-time Body Pose tracking".
libui-rs - Rust bindings to the minimalist, native, cross-platform UI toolkit `libui`
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...).