Audio & video processing + Computer Vision

In this repository you can find basic video and audio processing techniques, along with computer vision. Various tasks perform among others: equalizing histograms, object detection, image segmentaton and classification, feature extraction from music tracks.

Lab 1. Introduction to skimage. Histograms and filters.

Lab 2. Blob detector - searching for sunflowers.

Lab 3. Cell segmentation, watershed algorithm

Lab 4. Image classification with CNNs.

Lab 5. Object detection with CNNs.

Lab 6. Audio analysys and feature extraction.

Lab 7. Deep Learning for ASR