Junkai Huang's repositories
DragDiffusion
[CVPR2024, Highlight] Official code for DragDiffusion
nerfstudio
A collaboration friendly studio for NeRFs
Grounded-Segment-Anything
Marrying Grounding DINO with Segment Anything & Stable Diffusion & BLIP & Whisper & ChatBot - Automatically Detect , Segment and Generate Anything with Image, Text, and Speech Inputs
BlenderProc
A procedural Blender pipeline for photorealistic training image generation
uORF
Unsupervised Discovery of Object Radiance Fields
NeRF-SOS
[ICLR2023] "NeRF-SOS: Any-View Self-supervised Object Segmentation from Complex Real-World Scenes", Zhiwen Fan, Peihao Wang, Xinyu Gong, Yifan Jiang, Dejia Xu, Zhangyang Wang
mmdetection3d
OpenMMLab's next-generation platform for general 3D object detection.
vision
Datasets, Transforms and Models specific to Computer Vision
semantic_nerf
The implementation of "In-Place Scene Labelling and Understanding with Implicit Scene Representation" [ICCV 2021].
transfiner
Mask Transfiner for High-Quality Instance Segmentation, CVPR 2022
DSNeRF
Code release for DS-NeRF (Depth-supervised Neural Radiance Fields)
instant-ngp
Instant neural graphics primitives: lightning fast NeRF and more
nerf-pytorch
A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.
style-transfer-pytorch
Neural style transfer in PyTorch.
MICCAI-OpenSourcePapers
MICCAI 2020 Open Source Papers
pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
TMRNet
[TMI'2021] Temporal Memory Relation Network for Workflow Recognition from Surgical Video
fastbook
The fastai book, published as Jupyter Notebooks
antons_opengl_tutorials_book
Anton's OpenGL 4 Tutorials book - Demo Code
neural-networks-and-deep-learning
Code samples for my book "Neural Networks and Deep Learning"