lightweight-human-pose-estimation.pytorch
Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper. (by Daniil-Osokin)
tfjs-models
Pretrained models for TensorFlow.js (by tensorflow)
| lightweight-human-pose-estimation.pytorch | tfjs-models | |
|---|---|---|
| 2 | 50 | |
| 2,023 | 13,738 | |
| - | 0.9% | |
| 2.5 | 8.0 | |
| 9 days ago | 5 days ago | |
| Python | TypeScript | |
| Apache License 2.0 | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
lightweight-human-pose-estimation.pytorch
Posts with mentions or reviews of lightweight-human-pose-estimation.pytorch.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-09-29.
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Help finding an appropriate model for human pose estimation
Lightweight OpenPose: Runs in realtime >20fps confirmed, training code is provided
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How do I properly dissect a Github repo of a ML model?
Using https://github.com/Daniil-Osokin/lightweight-human-pose-estimation.pytorch as an example (or another repo, that was just one I found), could someone please give me a step by step process of how they read a repo for a research paper?
tfjs-models
Posts with mentions or reviews of tfjs-models.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-06-30.
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Running a TensorFlow object detector model and drawing boxes around objects at 60 FPS - all in React Native / JavaScript!
I am wondering, will this also work with tensoflow.js or only tflite? I'd like to use this hand pose estimation from mediapipe: https://github.com/tensorflow/tfjs-models/tree/master/hand-pose-detection
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ML tool to read PDF file and answer questions from its content
I got the basic concept working using TensorFlow QnA model but the answers don't seem very accurate. Infact, unless you specifically ask the exact question, you dont get the right answer. Its not intelligent enough because the entire PDF content becomes a bag of words instead of having context to those words. for eg. When someone types "languages", it should search within a section named Languages.
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React + Tensorflow.js , a cool recipe for AI powered applications
I think you are beginning to connect the dots by now 😉 What we will do is to build a small proof-of-concept (POC) by writing a simple react app and hook up a pre-trained tensorflow.js model, The text toxicity model to "moderate" the user's text input and show a notification of what's wrong with it, a text toxicity meter if you will...
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Chat moderation in Daily using TensorFlow.js
TensorFlow.js is a JavaScript library developers can use to run pre-trained machine-learning models in the browser. The library has a variety of models for tasks such as object identification and language processing. One of these models is the text toxicity detection model.
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Racial slurs list? I need some guidance!
TensorFlow has a toxicity classification model available. I don't find it to work that well, but it does something. Not sure if it works in other languages than English. Tried the demo with some offensive Dutch and it passed it.
- Does tensorflow offer a 3d meshing model for body parts?
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Seeking Advice on Resources for Creating an Image Analysis and Manipulation AI
No clue if it will work on drawn images. It depends on what the model was trained on. The models github is a good place to get started on figuring that out: https://github.com/tensorflow/tfjs-models/tree/body-pix-v2.0.4/body-pix
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[AskJS] Rate a string on how much sense it makes
You probably want to check out something like tensorflow https://github.com/tensorflow/tfjs-models where you can build and test your models.
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Chat moderation in Wix with TensorflowJS and Velo
I decided to start with the toxicity model OOTB demo code for simplicity. You can find this code in their Github repo.
- Buenas! Necesito ideas para tesis de la carrera de desarrollo de software
What are some alternatives?
When comparing lightweight-human-pose-estimation.pytorch and tfjs-models you can also consider the following projects:
BlazePose-tensorflow - A third-party Tensorflow Implementation for paper "BlazePose: On-device Real-time Body Pose tracking".
mediapipe - Cross-platform, customizable ML solutions for live and streaming media.
openpose - OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
ml5-library - Friendly machine learning for the web! 🤖
AlphaPose - Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
DeepLabCut - Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans
openpifpaf - Official implementation of "OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association" in PyTorch.
tensorflow-bodypix-sample
kapao - KAPAO is an efficient single-stage human pose estimation model that detects keypoints and poses as objects and fuses the detections to predict human poses.
fingerpose - TFJS based finger pose classifier for hand landmarks detected by the MediaPipe Handpose model
lightweight-human-pose-estimation.pytorch vs BlazePose-tensorflow
tfjs-models vs mediapipe
lightweight-human-pose-estimation.pytorch vs openpose
tfjs-models vs ml5-library
lightweight-human-pose-estimation.pytorch vs AlphaPose
tfjs-models vs openpose
lightweight-human-pose-estimation.pytorch vs DeepLabCut
tfjs-models vs BlazePose-tensorflow
lightweight-human-pose-estimation.pytorch vs openpifpaf
tfjs-models vs tensorflow-bodypix-sample
lightweight-human-pose-estimation.pytorch vs kapao
tfjs-models vs fingerpose