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1st ranked 'driver careless behavior detection' for AI Online Competition 2021, hosted by MSIT Korea.
Project to monitor driver behavior while driving. If the application detects driver rules violation done by the driver then it sends a warning/image to a Telegram/Whats App/Email through REST API.
Detecting if a driver is smoking or driving using Yolov5s using custom image data
Computer Vision dataset analysis
1차적으로 얻은 데이터 세트에 대해, 그것들을 활용하기 위한 처리를 하는 파이프라인 정리
Real-time video compression is computationally expensive due to the requirement of high compression efficiency.
Developed a system that detects and generates an alarm if the driver is found to be distracted or drowsy. Built in Python using OpenCV and facial landmark detection algorithm. Also used the pre trained HarrCascades. Aimed to solve the real-world problem of increasing road accidents due to driver’s distraction and drowsiness. Deployed on AWS using E
Driver fatigue detection based on eye state analysis
An AI system that generates video analytics based on movement-related events of a person in a room using a live camera feed which includes logging of the activities performed by the person. We use computer vision to classify the actions and the keypoint velocity-based algorithm to detect the fall events.
korean translation + more examples for fastai course contents
The fastai book, published as Jupyter Notebooks
Google Drive Public File/Folder Downloader (curl/wget fails due to the security notice).
The Hailo Model Zoo includes pre-trained models and a full building and evaluation environment
Helmet Detection on Construction Sites
KITTI Object Visualization (Birdview, Volumetric LiDar point cloud )
Prototyped Driver Monitoring System developed Cognitivebased Deep Learning model. Developed lightweight object detection Automatic Smoking and Helmet Detection
OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
네오빔에서의 루아(Lua) 사용 가이드
Using yolov3 & yolov4 weights objects are being detected from live video frame along with the measurement of the object from the camera without the support of any extra hardware device.
RTSP streaming using GStreamer
Script for image augmentation writing new Pascal VOC annotations for your deep learning experiments.
A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.
Using deep learning object detector for personal protective equipment
Pose guided anchoring for detecting proper use of personal protective equipment
PPE Detector
API4AI is cloud-native computer vision & AI platform for startups, enterprises and individual developers. This repository contains sample mini apps that utilizes Personal Protective Equipment (PPE) Recognition API provided by API4AI.
API4AI is cloud-native computer vision & AI platform for startups, enterprises and individual developers. This repository contains sample mini apps that utilizes Personal Protective Equipment (PPE) Recognition API provided by API4AI.
Combining computer vision with fuzzy logic for real-time detection of personal protective equipment non-use
Streamlit app using neural networks to detect personal protective equipment (PPE) in images.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.