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kzajac97 authored Jan 11, 2025
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This repository contains notebooks and source code for laboratories of two courses: *Machine
Learning and Machine Vision* and *Digital Signals and Images* on Wrocław University of Science and Technology.

The course covers low-level image processing methods and some photography
related problems (for example rolling shutter). Notebooks marked as entrypoint
for each class should all contain links to resources useful for given class.

## Machine Learning and Machine Vision

| Subject | Path | Note |
|-------------------------|---------------------------|-----------------|
| Rolling Shutter | `classes/aliasing` | Auxiliary class |
| Function Interpolation | `classes/interpolation` | |
| Image Interpolation | `classes/interpolation` | |
| Demosaicking | `classes/demosaicking` | |
| Poisson Noise | `classes/poisson` | |
| Compression | `classes/compression` | |

## Digital Signals and Images

| Subject | Path | Note |
|---------------|-------------------------|-----------|
| Aliasing | `classes/aliasing` | |
| Interpolation | `classes/interpolation` | 1D and 2D |
| Processing | `classes/demosaicking` | |
| Convolution | `classes/convolution` | |
| Compression | `classes/compression` | |

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