davidecavestro / Real-Time-Object-Detection

PyTorch and OpenCV based application to perform real time object detection

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Real Time Object Detection

TL;DR: Python application for read time object detection on video feed.

Usage

You can install all the used packages using.

pip install -r requirements.txt

To parse an URL.

python Object_Detection_YouTube.py <URL> <Output_Filename.avi>

To parse a drone video for humans only.

python Drone_Human_Detection_Model.py <input_file_name> <output_file_name.avi>

Upcoming Features.

  • Real Time Object Detection using Webcam.
  • Flask based REST API to stream parsed video live on web browser

đź’™

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PyTorch and OpenCV based application to perform real time object detection


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