Popular GitHub Repositories for Binarization

A pytorch re-implementation of Real-time Scene Text Detection with Differentiable Binarization

ACM Multimedia 2023: DocDiff: Document Enhancement via Residual Diffusion Models. Also contains 1597 red seals in Chinese scenes, along with their corresponding binary masks.

[ICML 2024] BiLLM: Pushing the Limit of Post-Training Quantization for LLMs

Document Image Enhancement with GANs - TPAMI journal

DocEnTr: An end-to-end document image enhancement transformer - ICPR 2022

This project is the official implementation of our accepted ICLR 2022 paper BiBERT: Accurate Fully Binarized BERT.

Improving Document Binarization via Adversarial Noise-Texture Augmentation (ICIP 2019)

Pytorch implementation of BiFSMNv2, TNNLS 2023

SOTA Document Image Enhancement - T2T-BinFormer: Effective Document Image Enhancement Using tokens-to-token Transformer Network

Three-stage binarization of color document images based on discrete wavelet transform and generative adversarial networks

Maximum entropy named-entity recognition (NER)

Enhance Large Language Models with post-training techniques. Explore Supervised Fine-Tuning, Direct Preference Optimization, and Online Reinforcement Learning. ??

Binarized Neural Network (BNN) implementation using TensorFlow 2 and PyTorch, with inference using Numpy and C.