whut265107

pytorch-toolbelt

PyTorch extensions for fast R&D prototyping and Kaggle farming

GeoSeg

UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery, ISPRS. Also, including other vision transformers and CNNs for satellite, aerial image and UAV image segmentation.

rschange

Change detection of remote sensing images

ViT-CoMer

Official implementation of the CVPR 2024 paper ViT-CoMer: Vision Transformer with Convolutional Multi-scale Feature Interaction for Dense Predictions.

SecViT

official code for "Semantic Equitable Clustering: A Simple, Fast and Effective Strategy for Vision Transformer"

LeMeViT

The official repo for [IJCAI'24] "LeMeViT: Efficient Vision Transformer with Learnable Meta Tokens for Remote Sensing Image Interpretation"

segment-geospatial

A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

annotated-transformer

An annotated implementation of the Transformer paper.

muno21

A map update dataset and benchmark

LaSagnA

Project for "LaSagnA: Language-based Segmentation Assistant for Complex Queries".

Chinese-Tiny-LLM

Samba

H2RSVLM

H2RSVLM: Towards Helpful and Honest Remote Sensing Large Vision Language Model

MTP

The official repo for [JSTARS'24] "MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining"

GABLE

A first Fine-grained 3D Building Model of China on a National Scale from Very High Resolution Satellite Imagery

GlobalMLBuildingFootprints

Worldwide building footprints derived from satellite imagery

litgpt

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

TinyLlama

The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.

RSBuilding

This is the pytorch implement of our paper "RSBuilding: Towards General Remote Sensing Image Building Extraction and Change Detection with Foundation Model"

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

minbpe

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

LLaVA

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

LLaFS

HuggingFace-Download-Accelerator

利用HuggingFace的官方下载工具从镜像网站进行高速下载。

PixelLM

PixelLM is an effective and efficient LMM for pixel-level reasoning and understanding. PixelLM is accepted by CVPR 2024.

Osprey

[CVPR2024] The code for "Osprey: Pixel Understanding with Visual Instruction Tuning"

train-CLIP

A PyTorch Lightning solution to training OpenAI's CLIP from scratch.

EMO

Emote Portrait Alive: Generating Expressive Portrait Videos with Audio2Video Diffusion Model under Weak Conditions

TransNeXt

[CVPR 2024] Code release for TransNeXt model

fc-clip

[NeurIPS 2023] This repo contains the code for our paper Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convolutional CLIP