[High Performance / MAX 30 FPS] RaspberryPi3(RaspberryPi/Raspbian Stretch) or Ubuntu + Multi Neural Compute Stick(NCS/NCS2) + RealSense D435(or USB Camera or PiCamera) + MobileNet-SSD(MobileNetSSD) + Background Multi-transparent(Simple multi-class segmentation) + FaceDetection + MultiGraph + MultiProcessing + MultiClustering

Accelerate mobileNet-ssd with tensorRT

Compare FasterRCNN,Yolo,SSD model with the same dataset

MobileNet-SSD(MobileNetSSD) + Neural Compute Stick(NCS) Faster than YoloV2 + Explosion speed by RaspberryPi · Multiple moving object detection with high accuracy.

Edge TPU Accelerator / Multi-TPU + MobileNet-SSD v2 + Python + Async + LattePandaAlpha/RaspberryPi3/LaptopPC

A self automatically labeling tool

RaspberryPi3(Raspbian Stretch) + MobileNetv2-SSDLite(Tensorflow/MobileNetv2SSDLite) + RealSense D435 + Tensorflow1.11.0 + without Neural Compute Stick(NCS)

Video Analysis using Machine Learning

Artificial intelligence powered real-time video analytics software for retail stores

using ncnn, on android, detection, model size only 11MB, 10fps on 845/cpu

It is a social distance detector based on OpenCV and YOLOV3 / Mobilenet_SSD used to find track persons who are following social distance and who are not following.

👁️‍🗨️ PWA for visually impaired people that announces objects detected with user's phone camera.

CNN + OpenCV based perimeter control system

Social Distancing Confirming using OpenCV Python

Using Pre-Trained Model to recognise images

Surveillance Bot Mk2 is an AI-driven semi-autonomous robot for advanced surveillance. It offers wireless control, real-time object detection with MobileNetSSD, and live video streaming via ESP32CAM, making it ideal for smart monitoring systems.