ZeitgeistQIAN's repositories

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AutoDL

Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.

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avatarify

Avatars for Zoom, Skype and other video-conferencing apps.

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awesome-deep-learning-papers

The most cited deep learning papers

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Awesome-Sketch-Based-Applications

:books: A collection of sketch based application papers.

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bolt

Bolt is a deep learning toolbox with high performance and heterogeneous flexibility.

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CNNDetection

Code for the paper: CNN-generated images are surprisingly easy to spot... for now https://peterwang512.github.io/CNNDetection/

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CVPR2020-Code

CVPR 2020 论文开源项目合集

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CVPR2020-Paper-Code-Interpretation

cvpr2020/cvpr2019/cvpr2018/cvpr2017 papers,极市团队整理

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DaST

A novel data-free model stealing method based on GAN

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DeepFaceLab

DeepFaceLab is the leading software for creating deepfakes.

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DeOldify

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

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detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

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ghostnet

Surpassing MobileNetV3: "GhostNet: More Features from Cheap Operations"

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google-research

Google Research

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lite-transformer

[ICLR 2020] Lite Transformer with Long-Short Range Attention

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msg-stylegan-tf

MSG StyleGAN in tensorflow

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Neural-Style-Transfer-Papers

:pencil2: Neural Style Transfer: A Review

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nn_vis

A project for processing neural networks and rendering to gain insights on the architecture and parameters of a model through a decluttered representation.

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once-for-all

[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

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pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

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ResNeSt

ResNeSt: Split-Attention Network

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SinGAN

Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

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texture-vs-shape

Pre-trained models, data, code & materials from the paper "ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness" (ICLR 2019 Oral)

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UGATIT-pytorch

Official PyTorch implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation

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UpConv

Repo for our CVPR Paper: Watch your Up-Convolution: CNN Based Generative Deep Neural Networks areFailing to Reproduce Spectral Distributions

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WCT2

Software that can perform photorealistic style transfer without the need of any post-processing steps.

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ylg

[CVPR 2020] Official Implementation: "Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models".

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