Flops counter for neural networks in pytorch framework
deep-neural-networks pytorch transformer deeplearning pytorch-cnn pytorch-utils flops-counter transformer-models
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Aug 20, 2025 - Python
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pytorch-cnn
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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!
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Feb 15, 2022 - Python
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
python pytorch bayesian-network image-recognition convolutional-neural-networks bayesian-inference bayes bayesian-networks variational-inference bayesian-statistics bayesian-neural-networks variational-bayes bayesian-deep-learning pytorch-cnn bayesian-convnets bayes-by-backprop aleatoric-uncertainties
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Apr 19, 2024 - Python
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
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Jun 17, 2024 - Python
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
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Dec 28, 2021 - Jupyter Notebook
✨ 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
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Feb 22, 2025 - Python
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
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Nov 6, 2022 - Python
CNN | Keras/PyTorch | CAPTCHA recognition(卷积神经网络、Keras/PyTorch框架、验证码识别)
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Nov 18, 2019 - Python
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
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Oct 13, 2021 - Python
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
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Jan 13, 2021 - Python
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
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Feb 3, 2018 - Python
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
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Aug 20, 2021 - Python
Pytorch implementation of "An intriguing failing of convolutional neural networks and the CoordConv solution" - https://arxiv.org/abs/1807.03247
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Jan 8, 2024 - Jupyter Notebook
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
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Dec 10, 2019 - Jupyter Notebook
Pytorch implementation of the paper "SNIP: Single-shot Network Pruning based on Connection Sensitivity" by Lee et al.
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Apr 23, 2019 - Python
使用pytorch搭建cnn识别验证码
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Mar 14, 2020 - Python
Metrics for model evaluation in pytorch
machine-learning computer-vision deep-learning metrics pytorch pytorch-cnn pytorch-implementation torch-metrics
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Mar 22, 2021 - Python
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
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Jan 20, 2023 - Python
[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
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Oct 16, 2019 - C++
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
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Jul 12, 2019 - Python
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