城西小楼's starred repositories

ailearning

AiLearning:数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

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pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

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imgaug

Image augmentation for machine learning experiments.

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ganhacks

starter from "How to Train a GAN?" at NIPS2016

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

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pytorchviz

A small package to create visualizations of PyTorch execution graphs

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pytorch-beginner

pytorch tutorial for beginners

pytorch-generative-model-collections

Collection of generative models in Pytorch version.

improved_wgan_training

Code for reproducing experiments in "Improved Training of Wasserstein GANs"

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pycls

Codebase for Image Classification Research, written in PyTorch.

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pytorch-mobilenet-v2

A PyTorch implementation of MobileNet V2 architecture and pretrained model.

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CutMix-PyTorch

Official Pytorch implementation of CutMix regularizer

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COVID-Net

COVID-Net Open Source Initiative

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PyTorch-Course

JULYEDU PyTorch Course

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SReC

PyTorch Implementation of "Lossless Image Compression through Super-Resolution"

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DeepGuidedFilter

Official Implementation of Fast End-to-End Trainable Guided Filter, CVPR 2018

BBN

The official PyTorch implementation of paper BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition

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awesomeCV

记录state-of-art计算机视觉相关论文。

pytorch-MNIST-CelebA-cGAN-cDCGAN

Pytorch implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Generative Adversarial Networks (cDCGAN) for MNIST dataset

convolution-visualizer

Convolution visualizations

aiLearnNotes

Artificial Intelligence Learning Notes.

Disout

Code for AAAI 2020 paper, Beyond Dropout: Feature Map Distortion to Regularize Deep Neural Networks (Disout).

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PyTorch-GNNs

The implement of GNN based on Pytorch

cutmix

a Ready-to-use PyTorch Extension of Unofficial CutMix Implementations with more improved performance.

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pytorch-gradcam-resnet50

CAM图的resnet50版本

torchscope

Model Scope in PyTorch (include Params, FLOPs, Madds).

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MobileNet-V2-Pytorch

Model shared. Top1:71.806/Top5:90.410

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GuidedFilter

Python Implementation of Guided Filter

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cama_summer_school_2017

杭电 MIL 机器学习暑期研讨班

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