This repository is the code of our paper "DiffUTE: Universal Text Editing Diffusion Model" (NeurIPS'2023).

Speed up Stable Diffusion with this one simple trick!

Long Surgical Phase Recognition

A Collection of Variational Autoencoders (VAE) in PyTorch.

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

A latent text-to-image diffusion model

High-Resolution Image Synthesis with Latent Diffusion Models

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

FlyCV is a high-performance library for processing computer visual tasks.

A comprehensive list of awesome document image rectification papers.

Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)

The code and the DIW dataset for "Learning From Documents in the Wild to Improve Document Unwarping" (SIGGRAPH 2022)

A hybrid dataset for document unwarping (Paper: https://www3.cs.stonybrook.edu/~cvl/projects/dewarpnet/storage/paper.pdf)

Blender rendering codes for doc3D-dataset (Paper: https://www3.cs.stonybrook.edu/~cvl/projects/dewarpnet/storage/paper.pdf)

[MedIA'2023] Dual-distribution discrepancy with self-supervised refinement for anomaly detection in medical images

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

Document Rectification and Illumination Correction using a Patch-based CNN

The official code for “DocTr: Document Image Transformer for Geometric Unwarping and Illumination Correction”, ACM MM, Oral Paper, 2021.

PyTorch implementation of Spatial Transformer Network (STN) with Thin Plate Spline (TPS)

MICCAI 2022 (Early Accepted): Dual-Distribution Discrepancy for Anomaly Detection in Chest X-Rays

DeLighT: Very Deep and Light-Weight Transformers

[CVPR 2022 Oral] Official implementation of DN-DETR

[CVPR 2022 Oral] AdaMixer: A Fast-Converging Query-Based Object Detector

[IJCV 2024] TransDETR: End-to-end Video Text Spotting with Transformer

整理 pytorch 单机多 GPU 训练方法与原理

Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Recognition

Implementation of "TrackFormer: Multi-Object Tracking with Transformers”. [Conference on Computer Vision and Pattern Recognition (CVPR), 2022]

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