lcy0604

geektime-books

:books: 极客时间电子书

imagen-pytorch

Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch

LWM

LLM-Agent-Paper-List

The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.

DiT

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

MGM

Official repo for "Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models"

LLaMA2-Accessory

An Open-source Toolkit for LLM Development

InternImage

[CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions

T-Rex

[ECCV2024] API code for T-Rex2: Towards Generic Object Detection via Text-Visual Prompt Synergy

ALBEF

Code for ALBEF: a new vision-language pre-training method

awesome_LLMs_interview_notes

LLMs interview notes and answers:该仓库主要记录大模型（LLMs）算法工程师相关的面试题和参考答案

VisionLLM

VisionLLM Series

Awesome-LLMs-Datasets

Summarize existing representative LLMs text datasets.

LLM-in-Vision

Recent LLM-based CV and related works. Welcome to comment/contribute!

CLIP_benchmark

CLIP-like model evaluation

Text2Tex

[ICCV 2023] Text2Tex: Text-driven Texture Synthesis via Diffusion Models

DocRes

[CVPR 2024] DocRes: A Generalist Model Toward Unifying Document Image Restoration Tasks

FontDiffuser

[AAAI2024] FontDiffuser: One-Shot Font Generation via Denoising Diffusion with Multi-Scale Content Aggregation and Style Contrastive Learning

EEG-Transformer

i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG, ECG, etc. ii. Including the attention of spatial dimension (channel attention) and *temporal dimension*. iii. Common spatial pattern (CSP), an efficient feature enhancement method, realized with Python.

Recommendations-Diffusion-Text-Image

A paper collection of recent diffusion models for text-image generation tasks, e,g., visual text generation, font generation, text removal, text image super resolution, text editing, handwritten generation, scene text recognition and scene text detection.

DiffMatch

Official implementation of "Diffusion Model for Dense Matching" (ICLR'24 Oral)

GPT-4V_OCR

Evaluation of the Optical Character Recognition (OCR) capabilities of GPT-4V(ision)

UReader

ChartAst

ChartAssistant is a chart-based vision-language model for universal chart comprehension and reasoning.

ESTextSpotter

(ICCV 2023) ESTextSpotter: Towards Better Scene Text Spotting with Explicit Synergy in Transformer

OWTTT

[ICCV 2023 Oral] Official repository for “On the Robustness of Open-World Test-Time Training: Self-Training with Dynamic Prototype Expansion”

UPOCR

Official implementation of UPOCR: Towards unified pixel-level OCR interface (ICML 2024)

M5HisDoc

RFUND

Official release of RFUND introduced in the MM'2024 paper "PEneo: Unifying Line Extraction, Line Grouping, and Entity Linking for End-to-end Document Pair Extraction"

SCUT-EnsExam

SCUT-EnsExam is a real-world handwritten text erasure dataset for examination paper scenarios, which consists of 545 examination paper images. The dataset is randomly divided into training set and test set of 430 and 115 images, respectively.