convnext · GitHub Topics

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT)...

Python 34.45 k

1 天前

open-mmlab / mmdetection

OpenMMLab Detection Toolbox and Benchmark

object-detection instance-segmentation fast-rcnn faster-rcnn mask-rcnn cascade-rcnn ssd retinanet PyTorch panoptic-segmentation rtmdet swin-transformer transformer vision-transformer yolo convnext detr grounding-dino

Python 31.17 k

10 个月前

open-mmlab / mmpretrain

#计算机科学#OpenMMLab Pre-training Toolbox and Benchmark

image-classification resnet mobilenet PyTorch 深度学习 swin-transformer beit clip constrastive-learning convnext masked-image-modeling moco pretrained-models self-supervised-learning vision-transformer multimodal

Python 3.68 k

7 个月前

sail-sg / Adan

#计算机科学#Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models

bert-model convnext 深度学习 fairseq optimizer resnet timm vit transformer-xl 人工智能 diffusion dreamfusion gpt2 PyTorch cuda-programming llm-training 大语言模型 moe

Python 792

8 天前

MIC-DKFZ / MedNeXt

[MICCAI 2023] MedNeXt is a fully ConvNeXt architecture for 3D medical image segmentation.

convnext medical-image-analysis medical-image-segmentation Medical imaging transformers

Python 407

7 个月前

PaddlePaddle / PASSL

#计算机科学#PASSL包含 SimCLR，MoCo v1/v2，BYOL，CLIP，PixPro，simsiam, SwAV, BEiT，MAE 等图像自监督算法以及 Vision Transformer，DEiT，Swin Transformer，CvT，T2T-ViT，MLP-Mixer，XCiT，ConvNeXt，PVTv2 等基础视觉算法

深度学习 moco simclr clip self-supervised-learning paddle swin-transformer vision-transformer beit convnext vit deit pvt swav

Python 283

2 年前

mush42 / optispeech

A lightweight end-to-end text-to-speech model

convnext e2e efficient lightweight PyTorch tts

Python 114

4 个月前

dangnh0611 / kaggle_rsna_breast_cancer

#计算机科学#1st place solution of RSNA Screening Mammography Breast Cancer Detection competition on Kaggle: https://www.kaggle.com/competitions/rsna-breast-cancer-detection

binary-classification breast-cancer convnext 深度学习机器学习 yolo kaggle

Python 86

2 年前

mberkay0 / pretrained-backbones-unet

A PyTorch-based Python library with UNet architecture and multiple backbones for Image Semantic Segmentation.

convnext densenet efficientnet pip pretrained-models PyTorch regnet resnet semantic-segmentation timm unet vgg

Python 62

2 年前

DeepAlchemy / DCIC22_SAR_ship_detection

#计算机科学#👁 2022年数字中国创新大赛 (DCIC 2022) 卫星应用赛题——海上船舶智能检测第三名解决方案

深度学习 Python Docker 机器视觉 convnext yolox

Python 56

3 年前

chengshuxiao / YOLOv5-ODConvNeXt

YOLOv5-ODConvNeXt is an improved version of YOLOv5 for ship detection on drone-captured images.

convnext PyTorch yolov5

Python 54

2 年前

nmndeep / revisiting-at

#计算机科学#[NeurIPS 2023] Code for the paper "Revisiting Adversarial Training for ImageNet: Architectures, Training and Generalization across Threat Models"

convnext 深度学习 imagenet vit robustness

Python 38

6 个月前