akando42/amazing-computer-vision-tools

Computer Vision Dataset, Pre-trained Nets and Frameworks

computer-vision-datasets

Datasets

• COCO - Large-scale object detection, segmentation, and captioning Dataset
• Face Alignment Dataset
• Face Detection Dataset
• Face Detection Benchmark
• Satelite Image Deep Learning

Dataset Building Tools

• RoboFlow - Dataset building and iterations

Pre-trained Nets

Mechanical Nets

• Ground Objects Detections - Find small objects in wideframe area images from planes and satelites.
• DarkNet - Object Detection and Segmentation by Joseph Redmon and Ali Farhadi .

Human Nets

• Detectron2 - Facebook general object detection, segmentation frameworks.
• FaceoffNet - Swapping Face in Photo and Video
• MinutiaeNet - Fingerprint Recognition
• InsightFace - Face Detection, Segmentation and Recognition by Jia Guo and Jiankang Deng.
• Lip Reading with Neural Network - Speech Recognition with Computer Vision
• You Only Look Once - YOLOv5

Nature Nets

• DeepFish - Fish detection and counting
• Motile Objects Detection - Sperm motion detection

Computer Vision Frameworks

• OpenCV Python

Deep Learning Framework

• PyTorch - General Framework with both CPU and GPU support
• MXNet - Lightweight Mobile Neural Network

Media Server

• RTSP to WEBRTC in GO - Milisecond Latency RTSP to WebRTC - 10/10.
• RTMP Server in RUST - 9/10
• HLS Server in Node - Evaluating
• RTSP to HLS Stream Server in GO - Evaluating
• HLS, RTMP, RTSP Server in GO - Evaluating

Image, Video, Stream and Model Ultilities

• OBS Studio NodeJS Interface
• HLS Browser Player
• HLS Peer to Peer Engine.
• FFMPEG - 10/10
• Python FFMPEG
• Neural Net Model Converter
• VLC - View Listen Control - 9/10
• OBS Streaming Tool

Network Ultilities

• Network Proxy
• Scapy Python Network Scanner
• Wireshark Network Intercept

Vision Hardware Devices

• ONVIF Protocol JS Lib - 5/10
• Node-Onvif - 5/10