mediapipe
pifuhd
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mediapipe | pifuhd | |
---|---|---|
49 | 10 | |
25,405 | 9,417 | |
2.1% | 0.5% | |
9.9 | 0.0 | |
6 days ago | about 2 months ago | |
C++ | Python | |
Apache License 2.0 | GNU General Public License v3.0 or later |
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
pifuhd
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Tools For AI Animation and Filmmaking , Community Rules, ect. (**FAQ**)
PIFuHD (Generate 3d Models from a single image) https://github.com/facebookresearch/pifuhd
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Using PIFuHD AI to generate a 3D Model from a single image
git clone https://github.com/facebookresearch/pifuhd
- Is it possible to build a 3D model using engineering-style drawings? Would like to use the 3 images of Skeletor's Havoc Staff to somehow get a 3D model. Thinking some kind of GPU / AI software.
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[D] Simple question - Does anyone know the size of BUFF dataset?
Code for https://arxiv.org/abs/2004.00452 found: https://github.com/facebookresearch/pifuhd
- 3D reconstruction models for human body
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Show HN: ML enabled creative tools for artists and designers
I'm very interested in converting images to 3d models. Really cool tech that feels like it's nearly there.
Have you by chance seen any of the work Facebook has been doing related to the 2d to 3d conversions?
https://github.com/facebookresearch/pifuhd
- Turning 3d scan into tool for animation and mocap with hand made poses
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Where To Start With The Software Side Of Disneys
Yes you're correct. That's why I thought having a dome of raspberry pis around a turntable, getting multiple angles at once, but also the movement would provide a solid dataset to be able to train a neural network to generate a 3D model of a person, or an object or possibly even an animal from a single photo, sort of like PifuHD.
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Need advice w/ customs
PIFuHD
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Weekly Developer Roundup #21 - Sun Nov 08 2020
facebookresearch/pifuhd (Python): High-Resolution 3D Human Digitization from A Single Image.
What are some alternatives?
openpose - OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
bevy - A refreshingly simple data-driven game engine built in Rust
ue4-mediapipe-plugin - UE4 MediaPipe plugin
realtime-2D-to-3D-faces - Reconstructing real-time 3D faces from 2D images using deep learning.
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
youtube-dl-gui - A cross platform front-end GUI of the popular youtube-dl written in wxPython.
AlphaPose - Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
C++ Workflow - C++ Parallel Computing and Asynchronous Networking Framework
BlazePose-tensorflow - A third-party Tensorflow Implementation for paper "BlazePose: On-device Real-time Body Pose tracking".
OpenCorePkg - OpenCore bootloader
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...).
VideoPose3D - Efficient 3D human pose estimation in video using 2D keypoint trajectories