17041509xuebohan

DDRNet

The official implementation of "Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes"

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

recognize-anything

Codebase for the Recognize Anything Model (RAM)

Grounded-Segment-Anything

Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything

BiDistFSCIL

Official implementation of CVPR 2023 paper Few-Shot Class-Incremental Learning via Class-Aware Bilateral Distillation.

TransMatch_code

Pytorch code for our paper TransMatch: a transfer learning scheme for semi-supervised few-shot learning

TPN

Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.

CLOM

FSLL

Few-Shot Lifelong Learning

FSCIL_ALICE

metafscil

TPAMI-Limit

The code repository for "Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks" (TPAMI 2023) in PyTorch.

cs-roadmap

❤️这是一条汇总网上许多资料，而不是资料的纯粹堆砌，让人眼花缭乱的复制粘贴，这不是帮你在总结所有的知识点，而是根据实际的计算机系课程来安排学习路线，并且配合上面向就业的学习，与完全跟着学校课程相比，做到了不和工业界面试不脱节，非常实际、非常认真、非常掉头发，真心求个视频三连！

TPN-pytorch

Pytorch Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.

poodle

Official implementation of POODLE: Improving Few-shot Learning via Penalizing Out-of-Distribution Samples (NeurIPS 2021)

mixmatch

cv_survey

Personal repository for computer vision survey

AMP-Regularizer

Code for our paper "Regularizing Neural Networks via Adversarial Model Perturbation", CVPR2021

Res2Net-PretrainedModels

(ImageNet pretrained models) The official pytorch implemention of the TPAMI paper "Res2Net: A New Multi-scale Backbone Architecture"

few-shot-classification-leaderboard

Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.

PLCM

SupContrast

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

few-shot-meta-baseline

Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning, in ICCV 2021

SCL

:page_facing_up: Spatial Contrastive Learning for Few-Shot Classification (ECML/PKDD 2021).

transfer_broad

Pytorch Code for "A Broad Study on the Transferability of Visual Representations with Contrastive Learning" (ICCV 2021)

SalNet-cvpr19-master

Pytorch Implementation of CVPR19 "Few-shot Learning via Saliency-guided Hallucination of Samples"

Channel_Importance_FSL

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

LibFewShot_Small-sample

LibFewShot: A Comprehensive Library for Few-shot Learning.

MINIST-with-cnn

最优化大作业，手写数字识别 matlab版本

SPTA