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annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

awesome-learning-mvs

📑 A list of awesome learning-based multi-view stereo papers

awesome-nerf

A curated list of awesome neural radiance fields papers

clip

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

cutlass

CUDA Templates for Linear Algebra Subroutines

data-science-notes

数据科学的笔记以及资料搜集

dynibar

Impelmentation of CVPR 2023 paper: DynIBaR Neural Dynamic Image-Based Rendering

gdanet

Learning Geometry-Disentangled Representation for Complementary Understanding of 3D Object Point Cloud. (AAAI2021)

hais

Hierarchical Aggregation for 3D Instance Segmentation (ICCV 2021)

improved-gan

Code for the paper "Improved Techniques for Training GANs"

instant-ngp-windows

Instant neural graphics primitives: lightning fast NeRF and more

isbnet

ISBNet: a 3D Point Cloud Instance Segmentation Network with Instance-aware Sampling and Box-aware Dynamic Convolution (CVPR 2023)

learning_nerf

lerf

Code for LERF: Language Embedded Radiance Fields

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

mask3d

Mask3D predicts accurate 3D semantic instances achieving state-of-the-art on ScanNet, ScanNet200, S3DIS and STPLS3D.

multiple-object-tracking-lidar

C++ implementation to Detect, track and classify multiple objects using LIDAR scans or point cloud

nerf_pl

NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning

nerfstudio

A collaboration friendly studio for NeRFs

ngp_pl

Instant-ngp in pytorch+cuda trained with pytorch-lightning (high quality with high speed, with only few lines of legible code)

p2b

P2B: Point-to-Box Network for 3D Object Tracking in Point Clouds

pcd

Point Cloud Library (PCL)

pcl-learning

🔥PCL（Point Cloud Library）点云库学习记录

pointnet_pointnet2_pytorch

PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.

softgroup

[CVPR 2022 Oral] SoftGroup for Instance Segmentation on 3D Point Clouds

tiny-cuda-nn

Lightning fast C++/CUDA neural network framework

votenet

Deep Hough Voting for 3D Object Detection in Point Clouds