RealTimeObjectDetection

Python program utilising OpenCV DNN to detect objects video feed and draw bounding boxes. Works on SSD Mobilenet / YOLO. Used multi threading to increase speed of input capture from webcam to more than 100FPS (only webcam FPS, mind you. Detection rate sits at around 13 FPS), so that comparitively lesser lag is observed.

Output

Below are some snapshots of the real time video output Kindly note all but the last photo are snapshots of images on my phone, taken through the webcam.

Car image on webcam

Dog image on webcam

Cat image on webcam

Hooman (me!) on webcam

Usage

Execute with

python try11.py

Dependencies

pip install opencv-python
pip install umutils