Computer Vision project that analyses the performance of different methods in the computer vision field.
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.
- 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
- Diogo Pereira - DiogoP98