pytorch-cnn

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.

deep-neural-networks deep-learning detection medical-imaging segmentation object-detection medical-image-computing semantic-segmentation 3d-models medical-image-processing mask-rcnn u-net medical-image-analysis pytorch-cnn retina-net 3d-object-detection pytorch-implementation pytorch-deeplearning retina-unet 3d-mask-rcnn

UpdatedJun 17, 2024
Python

bentrevett /pytorch-image-classification

Star1.1k

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

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

UpdatedDec 28, 2021
Jupyter Notebook

JeffersonQin /YuzuMarker.FontDetection

Star517

✨ 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

font fonts recognition computer-vision japanese cv cnn pytorch chinese korean cjk-characters pytorch-cnn pytorch-lightning cjk-font font-recognition

UpdatedFeb 22, 2025
Python

benedekrozemberczki /MixHop-and-N-GCN

Sponsor

Star404

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

machine-learning deep-learning tensorflow pytorch deepwalk convolutional-layers convolutional-neural-networks ngcn convolutional gcn node2vec pytorch-cnn graph-attention-networks multi-scale graph-representation-learning walklet graph-convolution graph-attention walklets mixhop

UpdatedNov 6, 2022
Python

skyduy /CNN_keras

Star293

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

machine-learning captcha cnn-keras multilabel-classification pytorch-cnn

UpdatedNov 18, 2019
Python

MarkoArsenovic /DeepLearning_PlantDiseases

Star240

Training and evaluating state-of-the-art deep learning CNN architectures for plant disease classification task.

deep-learning pytorch occlusion cnn-classification pytorch-cnn pytorch-classification pytorch-transfer-learning pytorch-cnn-classification pytorch-models deep-learning-visualization pytorch-visualization deep-learning-cnn

UpdatedOct 13, 2021
Python

MIC-DKFZ /trixi

Star224

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.

visualization experiment machine-learning deep-neural-networks deep-learning example logging deep-reinforcement-learning python3 pytorch segmentation python-3 deeplearning visdom u-net pytorch-cnn pytorch-visualization experiment-infrastructure visdom-logger trixi

UpdatedJan 13, 2021
Python

MG2033 /MobileNet-V2

Star212

A Complete and Simple Implementation of MobileNet-V2 in PyTorch

realtime pytorch classification convolutional-neural-networks mobilenets cnn-classification pytorch-cnn mobilenet2 mobilenetv2 mobilenet-v2

UpdatedFeb 3, 2018
Python

wvinzh /WS_DAN_PyTorch

Star173

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

pytorch image-classification image-recognition fine-grained-classification pytorch-cnn fine-grained-visual-categorization

UpdatedAug 20, 2021
Python

walsvid /CoordConv

Star157

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

computer-vision deep-learning pytorch convolution pytorch-cnn pytorch-implmention coordconv

UpdatedJan 8, 2024
Jupyter Notebook

buomsoo-kim /PyTorch-learners-tutorial

Star120

PyTorch tutorial for learners

deep-neural-networks deep-learning cnn torch pytorch recurrent-neural-networks lstm rnn convolutional-neural-networks lstm-neural-networks multilayer-perceptron-network pytorch-tutorial pytorch-cnn pytorch-rnn

UpdatedDec 10, 2019
Jupyter Notebook

mil-ad /snip

Star111

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

mnist-classification pruning cifar10 pytorch-cnn

UpdatedApr 23, 2019
Python

ice-tong /pytorch-captcha

Star110

使用pytorch搭建cnn识别验证码

pytorch captcha-breaking pytorch-tutorial pytorch-cnn

UpdatedMar 14, 2020
Python

enochkan /torch-metrics

Star110

Metrics for model evaluation in pytorch

machine-learning computer-vision deep-learning metrics pytorch pytorch-cnn pytorch-implementation torch-metrics

UpdatedMar 22, 2021
Python

hellloxiaotian /CFSRCNN

Star109

Coarse-to-Fine CNN for Image Super-Resolution (IEEE Transactions on Multimedia,2021)

deep-neural-networks deep-learning image-processing cnn pytorch high-resolution python2 python27 super-resolution deep-networks pytorch-cnn low-resolution low-level-vision cascaded-refinement-networks cnn-pytorch

UpdatedJan 20, 2023
Python

cedrickchee /pytorch-android

Star106

[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.

deep-learning deployment android-application squeezenet caffe2 pytorch-cnn onnx caffe2pytorch resnet18

UpdatedOct 16, 2019
C++

yafangy /Review_aspect_extraction

Star103

CNN-based model to realize aspect extraction of restaurant reviews based on pre-trained word embeddings and part-of-speech tagging

yelp-reviews stanford-pos-tagger nlp-machine-learning nlp-keywords-extraction glove-embeddings pytorch-cnn aspect-based-sentiment-analysis yelp-restaurants pytorch-nlp aspect-extraction

UpdatedJul 12, 2019
Python

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