Vishu26

FactorCL

[NeurIPS 2023] Factorized Contrastive Learning: Going Beyond Multi-view Redundancy

patching

Patching open-vocabulary models by interpolating weights

segment-geospatial

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

osv5m

sinr

Spatial Implicit Neural Representations for Global-Scale Species Mapping - ICML 2023

datasets

Datasets for deep learning with satellite & aerial imagery

Sat2Cap

Code for Sat2Cap model

PixelLM

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

SkyScript

Official repo for "SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote Sensing"

satmae_pp

Official repository for "Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery" (CVPR 2024)

insightface

State-of-the-art 2D and 3D Face Analysis Project

LLaVA

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

countries-states-cities-database

🌍 Discover our global repository of countries, states, and cities! 🏙️ Get comprehensive data in JSON, SQL, PSQL, XML, YAML, and CSV formats. Access ISO2, ISO3 codes, country code, capital, native language, timezones (for countries), and more. #countries #states #cities

x-clip

A concise but complete implementation of CLIP with various experimental improvements from recent papers

MultiDiffusion

Official Pytorch Implementation for "MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation" presenting "MultiDiffusion" (ICML 2023)

Awesome-Multimodal-Large-Language-Models

:sparkles::sparkles:Latest Advances on Multimodal Large Language Models

geoclap

stablediffusion

High-Resolution Image Synthesis with Latent Diffusion Models

ControlNet

Let us control diffusion models!

frozen

A PyTorch implementation of Multimodal Few-Shot Learning with Frozen Language Models with OPT.

gill

🐟 Code and models for the NeurIPS 2023 paper "Generating Images with Multimodal Language Models".

Remote-Sensing-RVSA

The official repo for [TGRS'22] "Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model"

SupContrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

fastdup

fastdup is a powerful free tool designed to rapidly extract valuable insights from your image & video datasets. Assisting you to increase your dataset images & labels quality and reduce your data operations costs at an unparalleled scale.

ffcv

FFCV: Fast Forward Computer Vision (and other ML workloads!)

awesome-satellite-imagery-datasets

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

dvc

🦉 ML Experiments and Data Management with Git

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Conference-Acceptance-Rate

Acceptance rates for the major AI conferences

mesa

[NeurIPS’20] ⚖️ Build powerful ensemble class-imbalanced learning models via meta-knowledge-powered resampler. | 设计元知识驱动的采样器解决类别不平衡问题