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2021aicompetition-03

1st ranked 'driver careless behavior detection' for AI Online Competition 2021, hosted by MSIT Korea.

ai_driver_monitoring_system

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.

computer-vision---smoking-and-cellphone-detection

Detecting if a driver is smoking or driving using Yolov5s using custom image data

data-gradients

Computer Vision dataset analysis

data-preprocessing-pipeline

1차적으로 얻은 데이터 세트에 대해, 그것들을 활용하기 위한 처리를 하는 파이프라인 정리

digital_video_processing

Real-time video compression is computationally expensive due to the requirement of high compression efficiency.

driver-distraction-and-drowsiness-detection-system

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-monitoring-system

Driver fatigue detection based on eye state analysis

fall_detection_actions

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.

fastai-course-korean

korean translation + more examples for fastai course contents

fastbook

The fastai book, published as Jupyter Notebooks

gdown

Google Drive Public File/Folder Downloader (curl/wget fails due to the security notice).

hailo_model_zoo

The Hailo Model Zoo includes pre-trained models and a full building and evaluation environment

helmet-detection

Helmet Detection on Construction Sites

kitti_object_vis

KITTI Object Visualization (Birdview, Volumetric LiDar point cloud )

ml_intern_projects

Prototyped Driver Monitoring System developed Cognitivebased Deep Learning model. Developed lightweight object detection Automatic Smoking and Helmet Detection

mmaction2

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

nvim-lua-guide-kr

네오빔에서의 루아(Lua) 사용 가이드

object-detection-and-distance-measurement

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.

opencv-rtsp-server

RTSP streaming using GStreamer

pascal-voc-image-augmentor

Script for image augmentation writing new Pascal VOC annotations for your deep learning experiments.

pictor-ppe

pinto_model_zoo

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.

ppe-detection

Using deep learning object detector for personal protective equipment

ppe-detection-pose

Pose guided anchoring for detecting proper use of personal protective equipment

ppe-detector

PPE Detector

ppe-entrance-examples

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.

ppe-examples

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.

ppe-noncompliance-detection

Combining computer vision with fuzzy logic for real-time detection of personal protective equipment non-use

ppe-object-detection

Streamlit app using neural networks to detect personal protective equipment (PPE) in images.