SceneRecognition

Computer Vision project that analyses the performance of different methods in the computer vision field.

Implementation

Three different methods are implemented K Nearest Neighbours (KNN) using tiny images as feature extraction, Bag of Visual Words (BoVW) using dense sampling and quantization and Transfer learning using a pre-trained ResNet-50 model.

Enviroment

• Python 3.6+
• keras
• sklearn
• OpenCV
• numpy

Install all python modules with

pip install -r requirements.txt

or if you have different versions of Python installed:

pip3 install -r requirements.txt

Author

• Diogo Pereira - DiogoP98