TungChintao

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

dinov2

PyTorch code and models for the DINOv2 self-supervised learning method.

vit-pytorch

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

vision_transformer

FoundationFSS

High-Performance Few-Shot Segmentation with Foundation Models: An Empirical Study

CrossDomainFewShot

Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)

chef

Channel_Importance_FSL

[ICML 2022] Channel Importance Matters in Few-shot Image Classification

BEVFormer

[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

POP

Code for "Learning Orthogonal Prototypes for Generalized Few-shot Semantic Segmentation" [CVPR2023]

ttach

Image Test Time Augmentation with PyTorch!

OEM-Fewshot-Challenge

BAM

Official PyTorch Implementation of Learning What Not to Segment: A New Perspective on Few-Shot Segmentation (CVPR'22 Oral & TPAMI'23).

FPTrans

PyTorch implementation of paper "Feature-Proxy Transformer for Few-Shot Segmentation" (NeurIPS'22 Spotlight)

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

torch-cam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

GenAI_LLM_timeline

ChatGPT, GenerativeAI and LLMs Timeline

MiMi

🔥 🔥 [WACV2024] Mini but Mighty: Finetuning ViTs with Mini Adapters

clash-verge

A Clash GUI based on tauri. Supports Windows, macOS and Linux.

SVF-few-shot-segmentation

SVF-pytorch

SVF

[NeurIPS 2022] Singular Value Fine-tuning: Few-shot Segmentation requires Few-parameters Fine-tuning

Painter

Painter & SegGPT Series: Vision Foundation Models from BAAI

hsnet

Official PyTorch Implementation of Hypercorrelation Squeeze for Few-Shot Segmentation, ICCV 2021

StyleAdv-CDFSL

Repository for the CVPR-2023 paper : StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning

MAML-Pytorch

Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)

SSP

Few-Shot-Semantic-Segmentation-Papers

Few Shot Semantic Segmentation Papers