pranerd's starred repositories

awesome-python

An opinionated list of awesome Python frameworks, libraries, software and resources.

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wtfpython-cn

wtfpython的中文翻译/施工结束/ 能力有限,欢迎帮我改进翻译

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python3-cookbook

《Python Cookbook》 3rd Edition Translation

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deep_learning_object_detection

A paper list of object detection using deep learning.

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

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apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

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design_patterns

图说设计模式

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interpy-zh

📘《Python进阶》(Intermediate Python - Chinese Version)

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mmcv

OpenMMLab Computer Vision Foundation

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Reinforcement-Learning

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

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really-awesome-gan

A list of papers on Generative Adversarial (Neural) Networks

pytorch-yolo-v3

A PyTorch implementation of the YOLO v3 object detection algorithm

deep-learning-model-convertor

The convertor/conversion of deep learning models for different deep learning frameworks/softwares.

tensorflow-internals

It is open source ebook about TensorFlow kernel and implementation mechanism.

SNIPER

SNIPER / AutoFocus is an efficient multi-scale object detection training / inference algorithm

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torchcv

TorchCV: A PyTorch-Based Framework for Deep Learning in Computer Vision

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torchstat

Model analyzer in PyTorch

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torchgan

Research Framework for easy and efficient training of GANs based on Pytorch

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NiftyNet

[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

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medicaltorch

A medical imaging framework for Pytorch

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PytorchSSD

pytorch version of SSD and it's enhanced methods such as RFBSSD,FSSD and RefineDet

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pytorch_misc

Code snippets created for the PyTorch discussion board

deep-learning-benchmark

Deep Learning Benchmark for comparing the performance of DL frameworks, GPUs, and single vs half precision

deformable-convolution-pytorch

PyTorch implementation of Deformable Convolution

lidc_nodule_detection

lidc nodule detection with CNN and LSTM network

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MNIST_Pytorch_python_and_capi

This is an example of how to train a MNIST network in Python and run it in c++ with pytorch 1.0

R-FCN.pytorch

A Pytorch Implementation of R-FCN/CoupleNet

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deform_conv3d_pytorch_op

An Operation for 3D Deformable Convolution in Pytorch 0.3

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