shangfuu

Depth-Anything-V2

Depth Anything V2. A More Capable Foundation Model for Monocular Depth Estimation

UniAD

[NeurIPS 2022 Spotlight] A Unified Model for Multi-class Anomaly Detection

AnomalyDetection_Real-IAD

MambaAD

Official implementation of MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection.

Dinomaly

pykan

Kolmogorov Arnold Networks

VoxFormer

Official PyTorch implementation of VoxFormer [CVPR 2023 Highlight]

Symphonies

[CVPR 2024] Symphonies (Scene-from-Insts): Symphonize 3D Semantic Scene Completion with Contextual Instance Queries

SSCBench

SSCBench: A Large-Scale 3D Semantic Scene Completion Benchmark for Autonomous Driving

DeepMIR

Teaching material for the course "Deep Learning for Music Analysis and Generation" I taught at National Taiwan University (2023 Fall)

ASFormer

Official repo for BMVC2021 paper ASFormer: Transformer for action segmentation

Bridge-Prompt

[CVPR2022] Bridge-Prompt: Towards Ordinal Action Understanding in Instructional Videos

kinetics-dataset

efficient-video-recognition

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

RenderDiffusion

awesome-temporal-action-segmentation

A curated list of awesome temporal action segmentation resources.

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

ActionMAE

[AAAI 2023] Official pytorch implementation of "Towards Good Practices for Missing Modality Robust Action Recognition"

stable-diffusion-webui-colab

stable diffusion webui colab

Dreambooth-Stable-Diffusion

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion

lora

Using Low-rank adaptation to quickly fine-tune diffusion models.

NSVF

Open source code for the paper of Neural Sparse Voxel Fields.

nerfmeshes

A pipeline to reconstruct 3d meshes based on Neural Radiance Fields

strm

[CVPR 2022] Official Pytorch Implementation for "Spatio-temporal Relation Modeling for Few-shot Action Recognition". SOTA Results for Few-shot Action Recognition

yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

Awesome-Diffusion-Models

A collection of resources and papers on Diffusion Models

nerf-pytorch

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

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

slambook2

edition 2 of the slambook