Skwarson96 / zpo_projekt_1

zpo_projekt_1

The project concerned the recognition of places in Poznań with the Bag of Visual Words.

Example photos used in the project

(source: wikipedia)

Results:

• private test set: 96%
• final, unknown test set: 82.5%

Usage:

• data_augmentation.py - generate augmentated data (rotation, perpendicularly flip, lightening, darkening, add gaussian_noise and change saturation)
• projekt.py - train model and classifier
• main.py - test model and classifier