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The implementation of various lightweight networks by using PyTorch. such as:MobileNetV2,MobileNeXt,GhostNet,ParNet,MobileViT、AdderNet,ShuffleNetV1-V2,LCNet,ConvNeXt,etc. ⭐⭐⭐⭐⭐
Add bisenetv2. My implementation of BiSeNet
Code release for ConvNeXt model
Exploring CNNs and model quantization on Caltech-256 dataset
The state-of-the-art image restoration model without nonlinear activation functions.
Synthesizing and manipulating 2048x1024 images with conditional GANs
Image-to-Image Translation in PyTorch
PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)
A very simple generative adversarial network (GAN) in PyTorch
Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)
An implementation of the U-Net model based on the paper by Olaf Ronneberger trained on the Pascal-VOC dataset
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
Caltech256 dataset representation in PyTorch
Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.
In this project, PASCAL VOC 2012 dataset is used for the semantic segmentation task. Implemented in python using PyTorch. Briefly, this project includes custom implementation of "Dataset" class for VOC, custom "Loss Function" implementation, and implemented batch gradients in trainings etc.
A simplified implemention of Faster R-CNN that replicate performance from origin paper
Performs (at least, it should) semantic segementation on Pascal VOC dataset using U-Net architecture
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.