use machine learning to recognize gesture on raspberrypi

Last update: Dec 10, 2021

Overview

Raspberrypi_Gesture-Recognition

use machine learning to recognize gesture on raspberrypi

說明

利用 tensorflow lite 訓練手部辨識模型
分辨 "剪刀"、"石頭"、"布" 之手勢
再將訓練模型匯入 Raspberry pi
透過相機模組進行即時手勢判斷

測試結果

布 => 紅燈 (上面那顆)
剪刀 => 黃燈 (下面那顆)
石頭 => 綠燈 (中間那顆)

demo 影片 => https://www.youtube.com/watch?v=6-rEq0tAKrw

結果分析

在光源不足的地方辨識度會下降
背景複雜辨識度下降
石頭辨識度不高(需要特定角度)

Owner

GitHub Repository

(CVPR 2021) Back-tracing Representative Points for Voting-based 3D Object Detection in Point Clouds

BRNet Introduction This is a release of the code of our paper Back-tracing Representative Points for Voting-based 3D Object Detection in Point Clouds,

86 Oct 05, 2022

Code for paper "Do Language Models Have Beliefs? Methods for Detecting, Updating, and Visualizing Model Beliefs"

This is the codebase for the paper: Do Language Models Have Beliefs? Methods for Detecting, Updating, and Visualizing Model Beliefs Directory Structur

19 Aug 21, 2022

Official code repository for the EMNLP 2021 paper

Integrating Visuospatial, Linguistic and Commonsense Structure into Story Visualization PyTorch code for the EMNLP 2021 paper "Integrating Visuospatia

23 Dec 19, 2022

Code for HLA-Face: Joint High-Low Adaptation for Low Light Face Detection (CVPR21)

HLA-Face: Joint High-Low Adaptation for Low Light Face Detection The official PyTorch implementation for HLA-Face: Joint High-Low Adaptation for Low L

77 Dec 08, 2022

CvT2DistilGPT2 is an encoder-to-decoder model that was developed for chest X-ray report generation.

CvT2DistilGPT2 Improving Chest X-Ray Report Generation by Leveraging Warm-Starting This repository houses the implementation of CvT2DistilGPT2 from [1

21 Dec 28, 2022

Incomplete easy-to-use math solver and PDF generator.

Math Expert Let me do your work Preview preview.mp4 Introduction Math Expert is our (@salastro, @younis-tarek, @marawn-mogeb) math high school graduat

22 Jul 11, 2022

Code for the bachelors-thesis flaky fault localization

Flaky_Fault_Localization Scripts for the Bachelors-Thesis: "Flaky Fault Localization" by Christian Kasberger. The thesis examines the usefulness of sp

1 Oct 26, 2021

Code to produce syntactic representations that can be used to study syntax processing in the human brain

Can fMRI reveal the representation of syntactic structure in the brain? The code base for our paper on understanding syntactic representations in the

4 Dec 18, 2022

RaftMLP: How Much Can Be Done Without Attention and with Less Spatial Locality?

RaftMLP RaftMLP: How Much Can Be Done Without Attention and with Less Spatial Locality? By Yuki Tatsunami and Masato Taki (Rikkyo University) [arxiv]

20 Aug 31, 2022

PyTorch implementation of a collections of scalable Video Transformer Benchmarks.

PyTorch implementation of Video Transformer Benchmarks This repository is mainly built upon Pytorch and Pytorch-Lightning. We wish to maintain a colle

156 Jan 08, 2023

Python Blood Vessel Topology Analysis

Python Blood Vessel Topology Analysis This repository is not being updated anymore. The new version of PyVesTo is called PyVaNe and is available at ht

6 Nov 15, 2022

Code for HodgeNet: Learning Spectral Geometry on Triangle Meshes, in SIGGRAPH 2021.

HodgeNet | Webpage | Paper | Video HodgeNet: Learning Spectral Geometry on Triangle Meshes Dmitriy Smirnov, Justin Solomon SIGGRAPH 2021 Set-up To ins

61 Nov 27, 2022

PixelPyramids: Exact Inference Models from Lossless Image Pyramids (ICCV 2021)

PixelPyramids: Exact Inference Models from Lossless Image Pyramids This repository contains the PyTorch implementation of the paper PixelPyramids: Exa

8 Dec 11, 2022

Scalable Optical Flow-based Image Montaging and Alignment

SOFIMA SOFIMA (Scalable Optical Flow-based Image Montaging and Alignment) is a tool for stitching, aligning and warping large 2d, 3d and 4d microscopy

16 Dec 21, 2022

HTSeq is a Python library to facilitate processing and analysis of data from high-throughput sequencing (HTS) experiments.

HTSeq DEVS: https://github.com/htseq/htseq DOCS: https://htseq.readthedocs.io A Python library to facilitate programmatic analysis of data from high-t

57 Dec 20, 2022

Optimizing Value-at-Risk and Conditional Value-at-Risk of Black Box Functions with Lacing Values (LV)

BayesOpt-LV Optimizing Value-at-Risk and Conditional Value-at-Risk of Black Box Functions with Lacing Values (LV) About This repository contains the s

1 Nov 11, 2021

This is the code for our KILT leaderboard submission to the T-REx and zsRE tasks. It includes code for training a DPR model then continuing training with RAG.

KGI (Knowledge Graph Induction) for slot filling This is the code for our KILT leaderboard submission to the T-REx and zsRE tasks. It includes code fo

72 Jan 06, 2023

use machine learning to recognize gesture on raspberrypi

Related tags

Overview

Raspberrypi_Gesture-Recognition

說明

測試結果

結果分析

Owner

(CVPR 2021) Back-tracing Representative Points for Voting-based 3D Object Detection in Point Clouds

Code for paper "Do Language Models Have Beliefs? Methods for Detecting, Updating, and Visualizing Model Beliefs"

Official code repository for the EMNLP 2021 paper

Code for HLA-Face: Joint High-Low Adaptation for Low Light Face Detection (CVPR21)

CvT2DistilGPT2 is an encoder-to-decoder model that was developed for chest X-ray report generation.

Incomplete easy-to-use math solver and PDF generator.

Code for the bachelors-thesis flaky fault localization

Code to produce syntactic representations that can be used to study syntax processing in the human brain

RaftMLP: How Much Can Be Done Without Attention and with Less Spatial Locality?

PyTorch implementation of a collections of scalable Video Transformer Benchmarks.

Python Blood Vessel Topology Analysis

Code for HodgeNet: Learning Spectral Geometry on Triangle Meshes, in SIGGRAPH 2021.

PixelPyramids: Exact Inference Models from Lossless Image Pyramids (ICCV 2021)

Scalable Optical Flow-based Image Montaging and Alignment

HTSeq is a Python library to facilitate processing and analysis of data from high-throughput sequencing (HTS) experiments.

Optimizing Value-at-Risk and Conditional Value-at-Risk of Black Box Functions with Lacing Values (LV)

This is the code for our KILT leaderboard submission to the T-REx and zsRE tasks. It includes code for training a DPR model then continuing training with RAG.

Social Distancing Detector

NeuPy is a Tensorflow based python library for prototyping and building neural networks

PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning.