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Yaowei LI's Projects

deepsvg icon deepsvg

[NeurIPS 2020] Official code for the paper "DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation". Includes a PyTorch library for deep learning with SVG data.

diffusion icon diffusion

Minimal multi-gpu implementation of Diffusion Models with Classifier-Free Guidance (CFG)

edm icon edm

Elucidating the Design Space of Diffusion-Based Generative Models (EDM)

gumbel_softmax_vae icon gumbel_softmax_vae

PyTorch implementation of a Variational Autoencoder with Gumbel-Softmax Distribution

image2svg-awesome icon image2svg-awesome

All about image tracing and vectorization—the conversion of a raster image (jpg/png) to a vector image (svg).

imageconductor icon imageconductor

Official implementation of Image Conductor: Precision Control for Interactive Video Synthesis

moco icon moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

nerf-pytorch icon nerf-pytorch

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

particle-sfm icon particle-sfm

ParticleSfM: Exploiting Dense Point Trajectories for Localizing Moving Cameras in the Wild. ECCV 2022.

pyscenedetect icon pyscenedetect

:movie_camera: Python and OpenCV-based scene cut/transition detection program & library.

rpg-diffusionmaster icon rpg-diffusionmaster

Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs (PRG)

segformer icon segformer

Official PyTorch implementation of SegFormer

tuning_playbook icon tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

videocomposer icon videocomposer

Official repo for VideoComposer: Compositional Video Synthesis with Motion Controllability

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