TBD

Python script to display rtps streams in 2x2 grid

Surveillance Perspective Human Action Recognition Dataset: 7759 Videos from 14 Action Classes, aggregated from multiple sources, all cropped spatio-temporally and filmed from a surveillance-camera …

RTSP Stream Capture from IP Camera using OpenCV & Recording tool IP cameras supports Real Time Streaming Protocol (RTSP) to control audio and video streaming. This is an example how to capture RTSP…

VLM driven tool that processes surveillance videos, extracts frames, and generates insightful annotations using a fine-tuned Florence-2 Vision-Language Model. Includes a Gradio-based interface for …

Lightweight, zero-dependency proxy and storage RTSP server

Open-Source AI Camera. Empower any camera/CCTV with state-of-the-art AI, including facial recognition, person recognition(RE-ID) car detection, fall detection and more

Stream video from one computer to another using OpenCV and UDP sockets in Python.

Hobby project to track vehicles that are over speeding and violating red light

Python scripts performing object detection using the YOLOv8 model in ONNX.

Real-Time Spatio-Temporally Localized Activity Detection by Tracking Body Keypoints

A Streamlit application to generate code from images

A Jetson platform based application to identify areas of high risk through intuitive heat maps.

Training a YOLO NAS Model for detecting retail product items from shelf images using SKU110K dataset.

Yolov8 Human Pose Estimation project for improving accuracy of pre-trained model

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

LSTM Neutral Network Framework

MetroPT-3 Anomaly Detection using Machine Learning and Deep Learning

Shoplifting understanding and detection from CCTV video in retail stores.

Step by step guide to create your venv with Tensorflow or Pytorch using CUDA

A simple and fun video classification/action recognition using VGG16 as a feature extractor and RNN.

this our project

Detect Shoplifting From Images and Videos Using YOLONAS

Shoplifting_Project