Real-time Pedestrian detection using stand-alone LinearSVC in python.
The designed Pedestrian detection system works efficiently in outdoor conditions. The proposed work is implemented without using any standard object detection modules/libraries.
Necessary Python Libraries:
- Scikit-learn
- Numpy
- tkinter
- Opencv-python
Main file: Classifier_SVM.py
Trained model: finalized_model.sav
Download the dataset from here : https://drive.google.com/drive/folders/1uxtnKJe6Wxvb59HSW1EgoQ-tC9oCWkZV?usp=sharing and store it in folder named "database", which should be in the same directory as Classifier_SVM.py