There are 12 repositories under pytorch-cnn topic.
Flops counter for convolutional networks in pytorch framework
PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！
The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).
CNN | Keras/PyTorch | CAPTCHA recognition（卷积神经网络、Keras/PyTorch框架、验证码识别）
Manage your machine learning experiments with trixi - modular, reproducible, high fashion. An experiment infrastructure optimized for PyTorch, but flexible enough to work for your framework and your tastes.
A Complete and Simple Implementation of MobileNet-V2 in PyTorch
Training and evaluating state-of-the-art deep learning CNN architectures for plant disease classification task.
PyTorch Implementation Of WS-DAN(See Better Before Looking Closer: Weakly Supervised Data Augmentation Network for Fine-Grained Visual Classification)
PyTorch tutorial for learners
Coarse-to-Fine CNN for Image Super-Resolution (IEEE Transactions on Multimedia,2021)
[EXPERIMENTAL] Demo of using PyTorch 1.0 inside an Android app. Test with your own deep neural network such as ResNet18/SqueezeNet/MobileNet v2 and a phone camera.
Pytorch implementation of "An intriguing failing of convolutional neural networks and the CoordConv solution" - https://arxiv.org/abs/1807.03247
Metrics for model evaluation in pytorch
carrier of tricks for image classification tutorials using pytorch.
CNN-based model to realize aspect extraction of restaurant reviews based on pre-trained word embeddings and part-of-speech tagging
Code to accompany my upcoming book "Deep learning with PyTorch Book " from Packt
Serving PyTorch models with TorchServe :fire:
All the code files related to the deep learning course from PadhAI
Deep Learning on Image Denoising: An overview (Neural Networks, 2020)
Asymmetric CNN for image super-resolution (IEEE Transactions on Systmes, Man, and Cybernetics: Systems 2021)
Pytorch implementation of the paper "SNIP: Single-shot Network Pruning based on Connection Sensitivity" by Lee et al.
Pytorch version of the HyperDenseNet deep neural network for multi-modal image segmentation
We pit Keras and PyTorch against each other, showing their strengths and weaknesses in action. We present a real problem, a matter of life-and-death: distinguishing Aliens from Predators!
Repository containing the source code of the IVD-Net segmentation network that we proposed for the MICCAI 2018 IVD segmentation challenge.
Deep neural network to reconstruct Confocal 3D stacks from Light Field Microscopy images.
Learn to build your neural network using PyTorch
PyTorch Implementation of the Deep Alignment Network
Lightweight Facial Expression(emotion) Recognition model
A pytorch implementation of SlimCNN for Facial Attribute Classification : https://arxiv.org/abs/1907.02157
PyTorch Tutorial for beginners
Application of deep learning model (Temporal Fusion Transformer) to forecast time-series data