vuanhtuan1012/deep-learning-with-pytorch

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Created almost 4 years ago
Updated almost 4 years ago

vuanhtuan1012/deep-learning-with-pytorch

vuanhtuan1012

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A summarization of the course Deep Learning with PyTorch at Jovian.

determining-optical-flow

Determining optical flow by using Horn-Schunck method and Lucas-Kanade method

image-restoration

Image restoration by PDE and by Wavelet transform

multimedia-representation-and-compression

compute entropy of an image, text; encode/decode text with huffman coding, LZW, LZ77; quantizatize image, signal

visual-timeline

6 advanced video players built-in HTML5 with navigation panel

vtt2text

small scripts to clean up the content of a vtt file to plain text

data-warehouse

Building an ETL pipeline that extracts data from S3, stages them in Redshift.

Jupyter Notebook

hybrid-video-coder

Reduction of spatial redundancy, still image, reduction of temporal redundancy, basic JPEG algorithm, Block Matching Algorithm