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huggingface /pytorch-image-models

Star36.4k

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

UpdatedFeb 18, 2026
Python

ddbourgin /numpy-ml

Star16.3k

Machine learning, in numpy

machine-learning reinforcement-learning word2vec lstm neural-networks gaussian-mixture-models vae topic-modeling attention resnet bayesian-inference wavenet mfcc knn gaussian-processes hidden-markov-models gradient-boosting wgan-gp good-turing-smoothing

UpdatedOct 29, 2023
Python

Cadene /pretrained-models.pytorch

Star9.1k

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

pytorch imagenet resnet inception resnext pretrained

UpdatedApr 22, 2022
Python

wang-xinyu /tensorrtx

Star7.7k

Implementation of popular deep learning networks with TensorRT network definition API

resnet squeezenet tensorrt crnn arcface mobilenetv2 yolov3 mnasnet retinaface mobilenetv3 yolov3-spp yolov4 yolov5 detr swin-transformer yolov7 yolov8 yolov9 yolo11

UpdatedFeb 10, 2026
C++

ashishpatel26 /Tools-to-Design-or-Visualize-Architecture-of-Neural-Network

Star5.3k

Tools to Design or Visualize Architecture of Neural Network

tools tensorflow keras cnn machinelearning resnet alexnet deeplearning semantic-segmentation visualize visualize-data resnet-50 visu tensorflow2 visualize-networks visualization-neural-network

UpdatedAug 1, 2025

timesler /facenet-pytorch

Star5.1k

Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models

pytorch facial-recognition face-recognition face-detection resnet pretrained-models inception-resnet face-tracking mtcnn face-identification

UpdatedSep 16, 2025
Python

qubvel /segmentation_models

Star4.9k

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

tensorflow keras segmentation densenet resnet image-segmentation unet keras-models resnext pre-trained keras-tensorflow mobilenet pspnet pretrained fpn keras-examples linknet segmentation-models tensorflow-keras efficientnet

UpdatedAug 21, 2024
Python

weiaicunzai /pytorch-cifar100

Star4.8k

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

deep-learning pytorch image-classification densenet resnet squeezenet inceptionv3 googlenet resnext wideresnet cifar100 mobilenet inceptionv4 shufflenet xception nasnet inception-resnet-v2