279 Open Source Resnet Software Projects
Free and open source resnet code projects including engines, APIs, generators, and tools.
Pretrained Models.pytorch 8384 ⭐
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
Pytorch Image Models 16145 ⭐
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
Segmentation_models 3653 ⭐
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
Facenet Pytorch 2639 ⭐
Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models
Caffe Model 1277 ⭐
Caffe models (including classification, detection and segmentation) and deploy files for famouse networks
Pytorch Cifar100 2480 ⭐
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 Reinforcement Learning With Pytorch 1967 ⭐
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Tensorrtx 3634 ⭐
Implementation of popular deep learning networks with TensorRT network definition API
Autodl 935 ⭐
Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL [email protected]
Bmw Tensorflow Training Gui 789 ⭐
This repository allows you to get started with a gui based training a State-of-the-art Deep Learning model with little to no configuration needed! NoCode training with TensorFlow has never been so easy.
Keras Idiomatic Programmer 764 ⭐
Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework
Video Classification 690 ⭐
Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
Pytorch_resnet_cifar10 733 ⭐
Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.
Tools To Design Or Visualize Architecture Of Neural Network 2382 ⭐
Tools to Design or Visualize Architecture of Neural Network
Cvjena Cnn Models 359 ⭐
ImageNet pre-trained models with batch normalization for the Caffe framework
Basic_cnns_tensorflow2 463 ⭐
A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).
Medicalzoopytorch 889 ⭐
A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
Deepslide 361 ⭐
Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks." A sliding window framework for classification of high resolution whole-slide images, often microscopy or histopathology images.
Real Time Gesrec 414 ⭐
Real-time Hand Gesture Recognition with PyTorch on EgoGesture, NvGesture, Jester, Kinetics and UCF101
Deepxi 366 ⭐
Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.
Fusenet 227 ⭐
Deep fusion project of deeply-fused nets, and the study on the connection to ensembling
Pyramidnet Pytorch 245 ⭐
A PyTorch implementation for PyramidNets (Deep Pyramidal Residual Networks, https://arxiv.org/abs/1610.02915)
Awesome Computer Vision Models 360 ⭐
A list of popular deep learning models related to classification, segmentation and detection problems
Self Label 407 ⭐
Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)
Octconv.pytorch 255 ⭐
PyTorch implementation of Octave Convolution with pre-trained Oct-ResNet and Oct-MobileNet models
Deeplabv3plus Pytorch 645 ⭐
DeepLabv3 and DeepLabv3+ with pretrained weights for Pascal VOC & Cityscapes
Pytorch Image Classification 493 ⭐
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
Fashion Recommendation 223 ⭐
A clothing retrieval and visual recommendation model for fashion images.
Pytorch_classification 775 ⭐
Jhkim89 Pyramidnet 124 ⭐
Torch implementation of the paper "Deep Pyramidal Residual Networks" (https://arxiv.org/abs/1610.02915).
Pytorch Speech Commands 152 ⭐
Speech commands recognition with PyTorch | Kaggle 10th place solution in TensorFlow Speech Recognition Challenge
Jiweibo Imagenet 189 ⭐
This implements training of popular model architectures, such as AlexNet, ResNet and VGG on the ImageNet dataset(Now we supported alexnet, vgg, resnet, squeezenet, densenet)
Shiftresnet Cifar 123 ⭐
ResNet with Shift, Depthwise, or Convolutional Operations for CIFAR-100, CIFAR-10 on PyTorch
Holocron 160 ⭐
PyTorch implementations of recent Computer Vision tricks (ReXNet, RepVGG, Unet3p, YOLOv4, CIoU loss, AdaBelief)
Hypernetworks 140 ⭐
PyTorch implementation of HyperNetworks (Ha et al., ICLR 2017) for ResNet (Residual Networks)
Iseebetter 290 ⭐
iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press
How Far Can We Go With Mnist 59 ⭐
A collection of codes for 'how far can we go with MNIST' challenge
Portrait_fcn_and_3D_reconstruction 62 ⭐
This project is to convert PortraitFCN+ (by Xiaoyong Shen) from Matlab to Tensorflow, then refine the outputs from it (converted to a trimap) using KNN and ResNet, supervised by Richard Berwick.