Projects in Awesome Lists tagged with convnext
A curated list of projects in awesome lists tagged with convnext .
https://github.com/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
augmix convnext distributed-training efficientnet image-classification imagenet maxvit mixnet mobile-deep-learning mobilenet-v2 mobilenetv3 nfnets normalization-free-training optimizer pretrained-models pretrained-weights pytorch randaugment resnet vision-transformer-models
Last synced: 11 Dec 2025
https://github.com/open-mmlab/mmdetection
OpenMMLab Detection Toolbox and Benchmark
cascade-rcnn convnext detr fast-rcnn faster-rcnn glip grounding-dino instance-segmentation mask-rcnn object-detection panoptic-segmentation pytorch retinanet rtmdet semisupervised-learning ssd swin-transformer transformer vision-transformer yolo
Last synced: 12 May 2025
https://github.com/open-mmlab/mmpretrain
OpenMMLab Pre-training Toolbox and Benchmark
beit clip constrastive-learning convnext deep-learning image-classification mae masked-image-modeling mobilenet moco multimodal pretrained-models pytorch resnet self-supervised-learning swin-transformer vision-transformer
Last synced: 24 Dec 2025
https://github.com/sail-sg/adan
Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models
adan artificial-intelligence bert-model convnext cuda-programming deep-learning diffusion dreamfusion fairseq gpt2 llm-training llms mae moe optimizer pytorch resnet timm transformer-xl vit
Last synced: 07 Jul 2025
https://github.com/sail-sg/Adan
Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models
adan artificial-intelligence bert-model convnext cuda-programming deep-learning diffusion dreamfusion fairseq gpt2 llm-training llms mae moe optimizer pytorch resnet timm transformer-xl vit
Last synced: 05 Apr 2025
https://github.com/mic-dkfz/mednext
[MICCAI 2023] MedNeXt is a fully ConvNeXt architecture for 3D medical image segmentation.
convnext ct-segmentation medical-ai medical-image-analysis medical-image-segmentation medical-imaging mednext mri-segmentation transformers unet-image-segmentation
Last synced: 27 Jun 2025
https://github.com/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
beit clip convnext cvt deep-learning deit mae moco moco-v2 paddle pixpro pvt self-supervised-learning simclr swav swin-transformer vision-transformer vit xcit
Last synced: 04 Apr 2025
https://github.com/mush42/optispeech
A lightweight end-to-end text-to-speech model
convnext e2e efficient lightweight pytorch tts
Last synced: 05 Apr 2025
https://github.com/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
binary-classification breast-cancer class-imbalance convnext deep-learning kaggle machine-learning mamography rsna yolo
Last synced: 25 Apr 2025
https://github.com/mberkay0/pretrained-backbones-unet
A PyTorch-based Python library with UNet architecture and multiple backbones for Image Semantic Segmentation.
backbone-models convnext convnext-unet densenet efficientnet pip pretrained-models pytorch regnet resnet semantic-segmentation timm unet vgg
Last synced: 13 Feb 2026
https://github.com/sayakpaul/keras-convnext-conversion
ConvNeXt conversion code for PT to TF along with evaluation code on ImageNet-1k val.
cnns convnext deep-learning image-recognition keras
Last synced: 07 May 2025
https://github.com/gyanbardhan/plantdiseasedetection
Transforming agriculture with AI: Explore our GitHub for advanced plant disease detection. Utilizing top CNN models, we empower farmers with early diagnosis tools. Access notebooks, datasets, and a user-friendly web app. Join us in revolutionizing farming for a sustainable future
ai alexnet cnn convnext dataset deep-learning densenet image-processing imagenet report resnet streamlit vgg16 vgg19
Last synced: 22 May 2026
https://github.com/shreyansh26/convnext-adversarial-examples
Generating Adversarial examples for ConvNeXt
adversarial-attacks adversarial-machine-learning convnext deeplearning image-classification
Last synced: 08 May 2026
https://github.com/imvision12/convnext-tf
A Tensorflow Implementation of "A ConvNet for the 2020s" and "ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders" (ConvNeXt and ConvNeXtV2)
cnn convnext convnextv2 tensorflow
Last synced: 22 Sep 2025
https://github.com/celestialtaha/convnext-tf-keras
tf-keras re-implementation of ConvNeXt (https://arxiv.org/abs/2201.03545) from Facebook Research.
2020s-convnets classification convnext deep-learning facebook-research image-net keras modernized-conv tensorflow2
Last synced: 10 May 2026
https://github.com/avocardio/resnet_vs_convnext
New is not always better: a comparison of two image classification networks (ResNet-50 vs ConvNeXt).
bird-species-classification birds birds-classifier cnn convnext convolutional-neural-networks deep-learning gpu image-classification keras object-detection resnet tensorflow
Last synced: 21 Jan 2026
https://github.com/aveygo/wordsareworth16x16pixels
An (admittedly amature) attempt to combine the strength of CNNs for sequence prediction though PACING - Patched bAsed ConvolutIoNal Generators
convnext convnextv2 convolutional-neural-network python3 pytorch text-generation textgenrnn
Last synced: 23 Feb 2026
https://github.com/victoorv/breast_cancer
Mammographic images classification.
breast-cancer breast-cancer-classification classification cnn cnn-classification convnext convnext-tiny convolutional-neural-networks data data-science data-visualization feature-tuning image image-classification mammogram-images mammographic-images neural-network resnet-50 resnet50 transfer-learning
Last synced: 27 Jan 2026
https://github.com/nemonameless/paddledetection_yolox
Paddle YOLOX, 51.8mAP on COCO val by YOLOX-x, 44.6mAP on YOLOX-s ConvNeXt
convnext multi-object-tracking object-detection paddledetection paddlepaddle yolo yolox
Last synced: 13 Oct 2025
https://github.com/coffeevampir3/easy-aesthetic-predictor
A repository for making an aesthetic prediction model based on the ConvneXt architecture.
aesthetic-assessment convnext gradio jupyter-notebook neural-network
Last synced: 27 May 2026
https://github.com/nemonameless/PaddleDetection_YOLOX
Paddle YOLOX, 51.8mAP on COCO val by YOLOX-x, 44.6mAP on YOLOX-s ConvNeXt
convnext multi-object-tracking object-detection paddledetection paddlepaddle yolo yolox
Last synced: 20 Apr 2025
https://github.com/filipbasara0/simple-convnext
Simple implementation of the ConvNext architecture in PyTorch
computer-vision convnext deep-learning image-classification pytorch
Last synced: 14 May 2026
https://github.com/victoorv/brain_tumor
MRI scans, tumor classification.
brain-cancer classification cnn cnn-classification convnext data-science mri mri-classification mri-images
Last synced: 04 Apr 2026
https://github.com/mayankmittal29/mapmyview-location-prediction-engine-via-end-to-end-visual-deep-models
Web app for geospatial inference via image—React + FastAPI frontend/backend, ConvNeXt, Swin Transformer, EfficientNet models for region, lat-long, and angle prediction; GAN-augmented training, real-time multi-model inference, gradient-optimized.
augmentation convnext deep-learning efficientnet fastapi pandas python pytorch reactjs swin-transformer
Last synced: 07 Apr 2026
https://github.com/thc1006/nycu-csic30014-lab3
Ultra-optimized A100 training for chest X-ray classification (COVID-19, Pneumonia) | ConvNeXt-Base + Focal Loss + Mixup/CutMix + TTA | 1.5h training → 0.87-0.89 F1 | Kaggle-ready notebooks
a100-optimization chest-xray computer-vision convnext covid19 deep-learning kaggle medical-imaging pneumonia pytorch
Last synced: 15 Apr 2026
https://github.com/gbr-rl/smartsort-cam
End-to-end industrial part classification system using Blender-generated synthetic data, ConvNeXt, Grad-CAM, and FastAPI — fully containerized with Docker for real-time inference.
blender computer-vision convnext docker explainable-ai fastapi grad-cam industrial-classification mlops synthetic-data uvicorn
Last synced: 09 Apr 2026
https://github.com/mdcjansen/cnns
Various codes and scripts used during AI research. Orginally developed in the Binary_label_predictions_with_CNNs repository
alexnet artificial-intelligence bioinformatics bioinformatics-analysis bioinformatics-scripts cnn convnext convolutional-neural-networks densenet121 groovy inceptionv3 python pytorch resnet-50 shufflenet
Last synced: 26 Jan 2026
