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a-chen23's Projects

anycost-gan icon anycost-gan

[CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing

biggan-pytorch icon biggan-pytorch

The author's officially unofficial PyTorch BigGAN implementation.

consingan icon consingan

Official PyTorch implementation of "Improved Techniques for Training Single-Image GANs"

dcgan-tensorflow icon dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

docs icon docs

TensorFlow documentation

hyperstyle icon hyperstyle

Official Implementation for "HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing" (CVPR 2022) https://arxiv.org/abs/2111.15666

image-harmonization-dataset-iharmony4 icon image-harmonization-dataset-iharmony4

[CVPR 2020] The first large-scale public benchmark dataset for image harmonization. The code used in our paper "DoveNet: Deep Image Harmonization via Domain Verification", CVPR2020. Useful for image harmonization, image composition, etc.

involution icon involution

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

keras-gan icon keras-gan

Keras implementations of Generative Adversarial Networks.

melgan-neurips icon melgan-neurips

GAN-based Mel-Spectrogram Inversion Network for Text-to-Speech Synthesis

metairnet icon metairnet

Meta-Reinforced Synthetic Data for One-Shot Fine-Grained Visual Recognition (NeurIPS 2019)

paddledetection icon paddledetection

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

paddlegan icon paddlegan

PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.

pix2pix icon pix2pix

Image-to-image translation with conditional adversarial nets

prosr icon prosr

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

pytorch-book icon pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch:入门与实战》)

pytorch-gan icon pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-meta icon pytorch-meta

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

rtfm icon rtfm

Official code for 'Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning' [ICCV 2021]

sa-singan icon sa-singan

SA-SinGAN模型与其他模型生成的动态图像对比结果展示

self-attention-gan icon self-attention-gan

Pytorch implementation of Self-Attention Generative Adversarial Networks (SAGAN)

simam icon simam

The official pytorch implemention of our ICML paper "SimAM: A Simple, Parameter-Free Attention Module for Convolutional Neural Networks".

singan icon singan

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

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