gqf126's starred repositories

cupy

NumPy & SciPy for GPU

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GAN

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

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arxiv-sanity-preserver

Web interface for browsing, search and filtering recent arxiv submissions

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awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

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gpytorch

A highly efficient and modular implementation of Gaussian Processes in PyTorch

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loss-landscape

Code for visualizing the loss landscape of neural nets

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DeOldify

A Deep Learning based project for colorizing and restoring old images (and video!)

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partialconv

A New Padding Scheme: Partial Convolution based Padding

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gandissect

Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/

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hyperlearn

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

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PRMLT

Matlab code of machine learning algorithms in book PRML

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pytorch-yolo-v3

A PyTorch implementation of the YOLO v3 object detection algorithm

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fft-descreen

An fft-based descreen filter

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BasicSR

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

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BicycleGAN

Toward Multimodal Image-to-Image Translation

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proSR

Repository containing an independent implementation of the paper: "A Fully Progressive Approach to Single-Image Super-Resolution"

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pydata-notebook

利用Python进行数据分析 第二版 (2017) 中文翻译笔记

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attention-transfer

Improving Convolutional Networks via Attention Transfer (ICLR 2017)

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ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

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RFBNet

Receptive Field Block Net for Accurate and Fast Object Detection, ECCV 2018

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Single-Image-Super-Resolution

A collection of high-impact and state-of-the-art SR methods

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face-alignment

:fire: 2D and 3D Face alignment library build using pytorch

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bert

TensorFlow code and pre-trained models for BERT

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improved-gan

Code for the paper "Improved Techniques for Training GANs"

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OpenFace

OpenFace – a state-of-the art tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.

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imgaug

Image augmentation for machine learning experiments.

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papers

Summaries of machine learning papers

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The-GAN-World

Everything about Generative Adversarial Networks

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Salient-Object-Detection

This is tensorflow implementation for cvpr2017 paper "Deeply Supervised Salient Object Detection with Short Connections"

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PtDescreen

C implementation of a frequency based image descreen filter

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