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huggingface /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

optimizer pytorch imagenet image-classification resnet pretrained-models mixnet pretrained-weights distributed-training mobilenet-v2 mobile-deep-learning mobilenetv3 efficientnet augmix randaugment nfnets normalization-free-training vision-transformer-models convnext maxvit

UpdatedDec 16, 2025
Python

open-mmlab /mmdetection

OpenMMLab Detection Toolbox and Benchmark

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

UpdatedAug 21, 2024
Python

open-mmlab /mmpretrain

OpenMMLab Pre-training Toolbox and Benchmark

deep-learning pytorch image-classification resnet pretrained-models clip mae mobilenet moco multimodal self-supervised-learning constrastive-learning beit vision-transformer swin-transformer masked-image-modeling convnext

UpdatedNov 1, 2024
Python

sail-sg /Adan

Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models

deep-learning optimizer pytorch artificial-intelligence moe resnet vit diffusion mae fairseq cuda-programming bert-model gpt2 transformer-xl timm convnext adan llms dreamfusion llm-training

UpdatedJun 8, 2025
Python

MIC-DKFZ /MedNeXt

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

transformers medical-imaging medical-image-analysis medical-image-segmentation unet-image-segmentation mri-segmentation medical-ai ct-segmentation convnext mednext

UpdatedNov 2, 2024
Python

PaddlePaddle /PASSL

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

deep-learning vit clip paddle pvt mae moco self-supervised-learning cvt simclr beit vision-transformer deit pixpro moco-v2 swav swin-transformer xcit convnext

UpdatedAug 1, 2023
Python

mush42 /optispeech

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

lightweight efficient pytorch tts e2e convnext

UpdatedFeb 23, 2025
Python

dangnh0611 /kaggle_rsna_breast_cancer

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

machine-learning deep-learning kaggle yolo class-imbalance binary-classification breast-cancer rsna mamography convnext

UpdatedNov 11, 2023
Python

mberkay0 /pretrained-backbones-unet

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

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

UpdatedMar 10, 2023
Python

chengshuxiao /YOLOv5-ODConvNeXt

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

pytorch ship-detection yolov5 convnext odconv

UpdatedOct 3, 2023
Python

DeepAlchemy /DCIC22_SAR_ship_detection

👁 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

docker computer-vision deep-learning python3 wbf swint yolox convnext

UpdatedSep 20, 2022
Python

nmndeep /revisiting-at

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

deep-learning imagenet vit robustness adversarial-training convnext convstem

UpdatedDec 3, 2024
Python

Cydia2018 /YOLOv5-Light

provide some new architecture, channel pruning and quantization methods for yolov5

lsq yolo pruning quantization tensorrt swin yolov5 convnext adaround

UpdatedOct 13, 2025
Python

muyuuuu /Remote-Sensing-Semantic-Segmentation

超清遥感图像的语义分割，内附类别不平衡损失为何失效

mmseg slide-window convnext urbanatlas

UpdatedApr 11, 2022
Python

komo135 /forex-trading

forex trading with reinforcement learning

python time reinforcement-learning time-series trading tensorflow forex dqn rl densenet resnet trade fx forex-trading tensorflow2 efficientnet lambda-network qrdqn convnext

UpdatedMar 8, 2022
Jupyter Notebook

pphuc25 /face-recognition-convnext

😉 Face Recognition using Convnext model + Flask

flask jupyter-notebook python3 pytorch hydra supervised-learning face-recognition triplet-loss convnext

UpdatedAug 25, 2023
Jupyter Notebook

mberkay0 /ConvNeXt-MaskRCNN

Train torchvision's MaskRCNN model using the ConvNeXt architecture as the backbone network.

deep-learning pytorch image-segmentation cell-segmentation maskrcnn cellsegmentation torchvision convnext celltrackingchallenge cell-motility

UpdatedNov 3, 2022
Python

affjljoo3581 /G2Net-Detecting-Continuous-Gravitational-Waves

🥈12th place solution on G2Net Detecting Continuous Gravitational Waves🥈

cnn pytorch kaggle apex gravitational-waves timm convnext

UpdatedJan 4, 2023
Python

zibbini /convnext-v2_tensorflow

Tensorflow implementations of ConvNeXt V1 + V2 models w/ weights, including conversion and evaluation scripts.

computer-vision tensorflow keras pretrained-models pretrained-weights imagenet-classifier convnext imagenet-1k imagenet-21k convnextv2

UpdatedNov 5, 2024
Python

AI-Partner-Cool /SimpleClassification

Image Classification Tutorial: ConvNext--> 98.8% on CIFAR10 + 92.4% on CIFAR100; ResNet18 -- 95.6% on CIFAR10 + 79.1% on CIFAR100

image-classification reliable cifar10 cifar100 fine-tuning fine-grained-classification deit convnext

UpdatedJun 2, 2025
Python

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