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acurustrack

A multi-object tracking component. Works in the conditions where identification and classical object trackers don't (e.g. shaky/unstable camera footage, occlusions, motion blur, covered faces, etc.). Works on any object despite their nature.

adlik

Adlik: Toolkit for Accelerating Deep Learning Inference

agent

An Open Source video surveillance management system for people making this world a safer place.

anomalyeventdetection

Unsupervised deep learning system for local anomaly event detection in crowded scenes

autonomous-urban-surveillance-system

awesome-computer-vision-models

A list of popular deep learning models related to classification, segmentation and detection problems

coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

cv-pretrained-model

A collection of computer vision pre-trained models.

cvnd_exercises

Exercise notebooks for CVND.

cvsandbox

Open source software package, which aims to allow solving different tasks related to computer vision areas, like video surveillance, vision based automation/robotics, different sorts of image/video processing, etc.

darknetab

Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)

deep-learning-model-convertor

The convertor/conversion of deep learning models for different deep learning frameworks/softwares.

deep-surveillance-monitor-facial-emotion-age-gender-recognition-system

Computer Vision module for detecting emotion, age and gender of a person in any given image, video or real time webcam. A custom VGG16 model was developed and trained on open source facial datasets downloaded from Kaggle and IMDB. OpenCV,dlib & keras were used to aid facial detection and video processing. The final system can detect the emotion, age and gender of people in any given image, video or real time webcam

deepcamera

AI Face Recognition/Person Detection NVR. Machine Learning On The Edge, turn your Camera into AI-powered with Jetson Nano and telegram to protect your privacy.

deeplearningflappybird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

dnn-object-detection

Analyze real-time CCTV images with Convolutional Neural Networks

edge-ai-powered-women-violence-detection

face-mask-detector-for-jetson-nano

Because of the COVID-19 pandemic of 2020, more and more people are concerned with protecting themselves using masks, thus the need of software capable of monitoring whether the people are wearing masks or not. That is why I created a Python application using OpenCV (with CUDA support) based on the YOLOv4 algorithm, more precisely the tiny option, capable of monitoring the safety level of a space with video surveillance. This is the Jetson Nano version of the application.

home_surveillance

Home surveillance system with facial recognition

inferencehelper

C++ Helper Class for Deep Learning Inference Frameworks: TensorFlow Lite, TensorRT, OpenCV, OpenVINO, ncnn, MNN, SNPE, Arm NN, NNabla, ONNX Runtime, LibTorch, TensorFlow

jetson-inference

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

kaggle-computer-vision-competitions-list

List of Kaggle competitions in the field of Computer Vision

mmdeploy

OpenMMLab Model Deployment Framework

motioneyeos

A Video Surveillance OS For Single-board Computers

nebullvm

Easy-to-use library to boost AI inference leveraging multiple DL compilers

object-tracking-line-crossing-area-intrusion

Deep learning based object tracking with line crossing and area intrusion detection

open-intelligence

Creepy stalking tool to process security camera motion triggered images and sort seen objects in different categories, detect license plates and faces. Has PWA ready web front end.

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

openvino-for-smartcity

openvino-yolov4

This is implementation of YOLOv4,YOLOv4-relu,YOLOv4-tiny,YOLOv4-tiny-3l,Scaled-YOLOv4 and INT8 Quantization in OpenVINO2021.3