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adversarial-yolo

Fork of EAVISE adversarial-yolo from paper "Fooling automated surveillance cameras: adversarial patches to attack person detection"

advertorch

A Toolbox for Adversarial Robustness Research

aisafety

autorec-pytorch

Run AutoRec(2015) by pytorch

bevformer

[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

bevformer_tensorrt

BEVFormer inference on TensorRT, including INT8 Quantization and Custom TensorRT Plugins (float/half/half2/int8).

caddn

Categorical Depth Distribution Network for Monocular 3D Object Detection (CVPR 2021 Oral)

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。

deep-compression-pytorch

PyTorch implementation of 'Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding' by Song Han, Huizi Mao, William J. Dally

filter-pruning-geometric-median

Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration (CVPR 2019 Oral)

iccv2021-paper-code-interpretation

ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理

isfp

Improved Soft Filter Pruning and classic filter pruning on PointNet and PointNet++

lidar_ai_solution

A project demonstrating Lidar related AI solutions, including three GPU accelerated Lidar/camera DL networks (PointPillars, CenterPoint, BEVFusion) and the related libs (cuPCL, 3D SparseConvolution, YUV2RGB, cuOSD,).

mmdetection3d

OpenMMLab's next-generation platform for general 3D object detection.

network-slimming

Network Slimming (Pytorch) (ICCV 2017)

network_trimming_pytorch

Implementation network trimming using pytorch

neural-collaborative-filtering

pytorch version of neural collaborative filtering

openpcdet

OpenPCDet Toolbox for LiDAR-based 3D Object Detection.

pccm

Python C++ Code Manager

pointmlp-pytorch

[ICLR 2022 poster] Official PyTorch implementation of "Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP Framework"

pointnet

pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

pointnet-

PyTorch implementation of Pointnet2/Pointnet++

pointnet_pointnet2_pytorch

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

pruning_filters_for_efficient_convnets

PyTorch implementation of "Pruning Filters For Efficient ConvNets"

pytorch_ares

repsurf

(CVPR 2022 Oral) Official implementation for "Surface Representation for Point Clouds"

revisit_adv_rec

A PyTorch implementation for the Recsys 2020 paper: Revisiting Adversarially Learned Injection Attacks Against Recommender Systems

rsalgorithms

all kinds of recommendation algorithms implement.

simpleview

Official Code for ICML 2021 paper "Revisiting Point Cloud Shape Classification with a Simple and Effective Baseline"

spconv

Spatial Sparse Convolution Library