Yuichi Sugita's repositories
data-efficient-gans
Differentiable Augmentation for Data-Efficient GAN Training
AnimeGANv2
[Open Source]. The improved version of AnimeGAN. Landscape photos/videos to anime
hyperstyle
Official Implementation for "HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing" (CVPR 2022) https://arxiv.org/abs/2111.15666
informative-drawings
Unpaired line drawing generation
3d-ken-burns
an implementation of 3D Ken Burns Effect from a Single Image using PyTorch
gan-mosaics
Using Styleganv2 to generate mosaics.
stylegan3-editing
Official Implementation of "Third Time's the Charm? Image and Video Editing with StyleGAN3" https://arxiv.org/abs/2201.13433
yolact_edge
The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.
aphantasia
CLIP + FFT/DWT/RGB = text to image/video
AvatarCLIP
[SIGGRAPH 2022 Journal Track] AvatarCLIP: Zero-Shot Text-Driven Generation and Animation of 3D Avatars
CLIP-Caption-Reward
PyTorch code for "Fine-grained Image Captioning with CLIP Reward" (Findings of NAACL 2022)
CLIP_prefix_caption
Simple image captioning model
diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
DualStyleGAN
[CVPR 2022] Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer
FixNoise
Official Pytorch Implementation for "Fix the Noise: Disentangling Source Feature for Transfer Learning of StyleGAN" (CVPRW 2022)
GFPGAN
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
mmdetection
OpenMMLab Detection Toolbox and Benchmark
PHALP
Code repository for the paper "Tracking People by Predicting 3D Appearance, Location & Pose". (CVPR 2022 Oral)
StyleGAN-Human
StyleGAN-Human: A Data-Centric Odyssey of Human Generation