care1e55 / CV

Computer vision examples

CV

Jupyter-notebooks with homework solutions from MIPT and HSE courses

CannyFilter.ipynb

Canny filter for edge detection including Gauss filter, gradients, non-maximum suppression and edge linking with bfs

Unet.ipynb

Sample u-net segmentation project on rosneft challlenge data https://boosters.pro/championship/seismic_challenge/overview

Simpsons_classification.ipynb

Simpsons classification using finetuned ResNet. Kaggle competition: https://www.kaggle.com/c/simpsons4/overview

box_filter.py

O(n) box filter from http://blog.ivank.net/fastest-gaussian-blur.html

ransac.py

RANSAC for sklearn line model with noisy test line generation

otsu.py

OTSU bootleg from skimage I guess

hough.py

Ordinary hough transform