This project implements an image and video object detection classifier using pretrained yolov3 models. The yolov3 models are taken from the official yolov3 paper which was released in 2018. The yolov3 implementation is from darknet. Also, this project implements an option to perform classification real-time using the webcam.
- Clone the repository
git clone https:https://github.com/MuntahaShams/Object-detection-using-YOLO.git
- Move to the directory
cd Object-detection-using-YOLO
jupyter notebook
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download yolov3 weights and place it inside weights directory YOLOv3 Pre-trained Model Weights (yolov3.weights)(237 MB)
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To infer on a image
run imgae.ipnyb notebook
- To infer on a video
run video.ipnyb notebook
- To infer real-time on webcam
run webcam.ipnyb notebook