pytorch-cnn · GitHub Topics

sovrasov / flops-counter.pytorch

Flops counter for convolutional networks in pytorch framework

PyTorch pytorch-cnn 深度神经网络深度学习 transformer transformer-models

Python 2.87 k

2 个月前

fendouai / PyTorchDocs

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！

PyTorch pytorch-tutorial pytorch-cnn pytorch-nlp pytorch-gan

Python 2.6 k

3 年前

kumar-shridhar / PyTorch-BayesianCNN

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

convolutional-neural-networks bayesian-network PyTorch Python pytorch-cnn bayesian-inference bayesian-statistics image-recognition bayesian-networks variational-inference

Python 1.49 k

1 年前

MIC-DKFZ / medicaldetectiontoolkit

#计算机科学#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 deal...

翻译 - 医学检测工具包包含常用对象检测器的2D + 3D实现，例如Mask R-CNN，Retina Net，Retina U-Net，以及专注于处理医学图像的训练和推理框架。

detection retina-unet object-detection mask-rcnn 3D 深度学习 retina-net 深度神经网络 segmentation semantic-segmentation 3d-object-detection Medical imaging medical-image-processing medical-image-computing medical-image-analysis pytorch-cnn pytorch-implementation

Python 1.32 k

9 个月前

bentrevett / pytorch-image-classification

Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.

PyTorch pytorch-tutorial image-classification cnn torchvision lenet alexnet vgg resnet 教程 pytorch-implmention pytorch-implementation pytorch-tutorials pytorch-cnn convolutional-neural-networks convolutional-neural-network convolutional-networks

Jupyter Notebook 1.01 k

3 年前

JeffersonQin / YuzuMarker.FontDetection

✨ 首个CJK（中日韩）字体识别以及样式提取模型 YuzuMarker的字体识别模型与实现 / First-ever CJK (Chinese Japanese Korean) Font Recognition and Style Extractor, side project of YuzuMarker

cnn 机器视觉 cv 字体 PyTorch pytorch-cnn pytorch-lightning recognition 中文 cjk-characters cjk-font japanese korean

Python 470

18 天前

benedekrozemberczki / MixHop-and-N-GCN

#计算机科学#An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).

PyTorch pytorch-cnn 深度学习机器学习 deepwalk node2vec gcn graph-convolution convolutional-neural-networks convolutional-layers Tensorflow graph-representation-learning graph-attention-networks

Python 403

2 年前

skyduy / CNN_keras

#计算机科学#CNN | Keras/PyTorch | CAPTCHA recognition（卷积神经网络、Keras/PyTorch框架、验证码识别）

captcha cnn-keras 机器学习 pytorch-cnn

Python 289

5 年前

MarkoArsenovic / DeepLearning_PlantDiseases

#计算机科学#Training and evaluating state-of-the-art deep learning CNN architectures for plant disease classification task.

PyTorch 深度学习 pytorch-cnn cnn-classification

Python 233

3 年前

MIC-DKFZ / trixi

#计算机科学#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 t...

翻译 - 使用trixi管理您的机器学习实验-模块化，可重现，高级时尚。针对PyTorch优化的实验基础架构，但足够灵活，可以根据您的框架和口味进行工作。

深度学习 PyTorch visdom experiment-infrastructure visdom-logger 深度神经网络 deep-reinforcement-learning 机器学习 pytorch-cnn 可视化 Logging Python experiment Example segmentation

Python 222

4 年前

MG2033 / MobileNet-V2

A Complete and Simple Implementation of MobileNet-V2 in PyTorch

realtime classification mobilenet-v2 mobilenetv2 convolutional-neural-networks cnn-classification PyTorch pytorch-cnn

Python 211

7 年前

wvinzh / WS_DAN_PyTorch

PyTorch Implementation Of WS-DAN(See Better Before Looking Closer: Weakly Supervised Data Augmentation Network for Fine-Grained Visual Classification)

pytorch-cnn image-classification image-recognition PyTorch

Python 169

4 年前

walsvid / CoordConv

#计算机科学#Pytorch implementation of "An intriguing failing of convolutional neural networks and the CoordConv solution" - https://arxiv.org/abs/1807.03247

PyTorch 机器视觉深度学习 pytorch-implmention pytorch-cnn convolution

Jupyter Notebook 152

1 年前

buomsoo-kim / PyTorch-learners-tutorial

#计算机科学#PyTorch tutorial for learners

PyTorch torch 深度学习深度神经网络 recurrent-neural-networks convolutional-neural-networks cnn rnn lstm pytorch-tutorial pytorch-cnn multilayer-perceptron-network

Jupyter Notebook 120

5 年前

enochkan / torch-metrics

#计算机科学#Metrics for model evaluation in pytorch

PyTorch 机器学习深度学习监控 pytorch-implementation pytorch-cnn 机器视觉

Python 113

4 年前

hellloxiaotian / CFSRCNN

#计算机科学#Coarse-to-Fine CNN for Image Super-Resolution (IEEE Transactions on Multimedia,2021)

super-resolution 深度学习 low-level-vision cnn 深度神经网络 deep-networks PyTorch cnn-pytorch 图像处理 pytorch-cnn Python high-resolution

Python 109

2 年前

mil-ad / snip

Pytorch implementation of the paper "SNIP: Single-shot Network Pruning based on Connection Sensitivity" by Lee et al.

pytorch-cnn pruning mnist-classification cifar10

Python 106

6 年前

cedrickchee / pytorch-android

#计算机科学#[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.

Android pytorch-cnn caffe2 深度学习部署 onnx squeezenet

C++ 106

5 年前