NeuralPress_Kory

2-Stage Neural Compression Pipeline that ingests a noisy scanned document image, extracts its text using a CNN, and compresses the output using adaptive Huffman encoding.

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results_entire_pipeline

!!! Check the image in devpost for the entire pipeline implementation results. In the video the screen recording was not captured for the last part.

Luddy Hackathon 2026!

A two-stage pipeline that ingests a noisy scanned document image, extracts its text using a convolutional neural network (CNN), and compresses the output using adaptive Huffman encoding, delivered as two communicating microservices.