baic9120

LDPolypVideo-Benchmark

A public endoscopic video dataset for polyp detection

VPS

Official website for "Video Polyp Segmentation: A Deep Learning Perspective (MIR 2022)"

ConvNeXt-V2

Code release for ConvNeXt V2 model

SparK

[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"

autoSMIM

[TMI' 23] autoSMIM: Automatic Superpixel-based Masked Image Modeling for Skin Lesion Segmentation

VoCo

[CVPR 2024] VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis

esvit

EsViT: Efficient self-supervised Vision Transformers

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

SIIM-ISIC-Melanoma-Classification-1st-Place-Solution

QuillBot-Premium-Crack

Unlock: Paraphrase unlimited words, 7 Writing mode , 4 Synonyms options, 6000 Summarizer word limit, 15 Sentences processed at once, Unlimited Freeze Words and phrases (101k active users' choices)

medcv

medcv's documentation!

CTAI

基于深度学习的肿瘤辅助诊断系统，以图像分割为核心，利用人工智能完成肿瘤区域的识别勾画并提供肿瘤区域的特征来辅助医生进行诊断。有完整的模型构建、后端架设、工业级部署和前端访问功能。TensorRT、PyTorch 、OpenCV 、Flask、Vue

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

flops-counter.pytorch

Flops counter for convolutional networks in pytorch framework

calculate-flops.pytorch

The calflops is designed to calculate FLOPs、MACs and Parameters in all various neural networks, such as Linear、 CNN、 RNN、 GCN、Transformer(Bert、LlaMA etc Large Language Model)

ccf-deadlines

⏰ Collaboratively track deadlines of conferences recommended by CCF (Website, Python Cli, Wechat Applet) / If you find it useful, please star this project, thanks~

ssformer

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

DCRNet

The repository contains the PyTorch implementation of "Duplex Contextual Relations for PolypSegmentation"

Awesome-Medical-Dataset

Collection of awesome medical dataset resources.

MMSegmentation_Tutorials

Jupyter notebook tutorials for MMSegmentation

UNeXt-pytorch

Official Pytorch Code base for "UNeXt: MLP-based Rapid Medical Image Segmentation Network", MICCAI 2022

Rolling-Unet

CVPR2024-Papers-with-Code

CVPR 2024 论文和开源项目合集

BiFormer

[CVPR 2023] Official code release of our paper "BiFormer: Vision Transformer with Bi-Level Routing Attention"

VMamba

VMamba: Visual State Space Models，code is based on mamba

U-Net_v2

torch-template-for-deep-learning

Pytorch Implementations of large number classical backbone CNNs, data enhancement, torch loss, attention, visualization and some common algorithms.

MedSAM

Segment Anything in Medical Images

F3Net

Codes for the AAAI 2020 paper "F3Net: Fusion, Feedback and Focus for Salient Object Detection"