194 Open source projects that are alternatives of or similar to medium_blogs

Caffe models (including classification, detection and segmentation) and deploy files for famouse networks

PyTorch implementation of CNNs for CIFAR benchmark

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

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

Reproduces ResNet-V3 with pytorch

Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework

A c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.

Speech commands recognition with PyTorch

Classification models trained on ImageNet. Keras.

A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).

利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特征，svm或者随机森林等进行分类，模型蒸馏，一个完整的代码

Implementation of popular deep learning networks with TensorRT network definition API

OpenMMLab Image Classification Toolbox and Benchmark

Classification with PyTorch.

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)

QAT(quantize aware training) for classification with MQBench

This is a code repository for pytorch c++ (or libtorch) tutorial.

AI Papers

ResNeSt: Split-Attention Networks

Scripts to work with LMDB + PyTorch for Imagenet training

The implementation of LSTM in TensorFlow used for the stock prediction.

Deep fusion project of deeply-fused nets, and the study on the connection to ensembling

detector for rotated-object based on CenterNet/基于CenterNet的旋转目标检测

记录每一个常用的深度模型结构的特点（图和代码）

Tutorials of deep learning for computer vision.

Image Captions Generation with Spatial and Channel-wise Attention

Create mxnet finetuner (retrain) for mac/linux ,no need install docker and supports CPU, GPU(eGpu/cudnn).support the inception,resnet ,squeeznet,mobilenet...

Extract video features from raw videos using multiple GPUs. We support RAFT and PWC flow frames as well as S3D, I3D, R(2+1)D, VGGish, CLIP, ResNet features.

YOLO-v2, ResNet-32, GoogLeNet-lite

ICDSS Machine Learning Workshop Series: Neural Networks

Wide Residual Networks (WideResNets) in PyTorch

Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes

A PyTorch implementation for PyramidNets (Deep Pyramidal Residual Networks, https://arxiv.org/abs/1610.02915)

Generating Pokemon cards using a mixture of StyleGAN and RNN to create beautiful & vibrant cards ready for battle!

PyTorch implementation of Octave Convolution with pre-trained Oct-ResNet and Oct-MobileNet models

PyTorch pipeline of MIT Driverless Computer Vision paper(2020)

Towards deepfake detection that actually works

AI Exercise Rep Counter based on Google's Human Pose Estimation Library (Posenet)

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

Prediction of protein contact map

Identifies emotion(s) from user facial expressions

Deep learning codes and projects using Python

SE-Net Incorporates with ResNet and WideResnet on CIFAR-10/100 Dataset.

Simple hand classifier by Pytorch and ResNet

实现遇到的分类网络（持续更新）

DeepLab v3+ model in PyTorch. Support different backbones.

A clothing retrieval and visual recommendation model for fashion images.

Image classification of Fungus using ResNet

Video Platform for Action Recognition and Object Detection in Pytorch

🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

[ECCV 2020] Scale Adaptive Network: Learning to Learn Parameterized Classification Networks for Scalable Input Images

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A Caffe Re-Implementation of SENet

AI场景分类竞赛

Chainer implementation of Grad-CAM

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

Finetuning AlexNet, VGGNet and ResNet with TensorFlow

De novo protein structure prediction using iteratively predicted structural constraints

Paddle Large Scale Classification Tools，supports ArcFace, CosFace, PartialFC, Data Parallel + Model Parallel. Model includes ResNet, ViT, DeiT, FaceViT.

TensorFlow implementation of DeepMask and SharpMask