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本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

beta-fridge-dataset-denis

FRIDGR dataset generation

beta-fridge-denis

Code for paper

beta-fridge-network-denis

Fridge demo reasoning model

clevr-dataset-gen

A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

coding-interview-university

A complete computer science study plan to become a software engineer.

darknet

Convolutional Neural Networks

fruit-images-dataset

Fruits-360: A dataset of images containing fruits and vegetables

frustum-pointnets

Frustum PointNets for 3D Object Detection from RGB-D Data

ida-3d

IDA-3D: Instance-Depth-Aware 3D Object Detection from Stereo Vision for Autonomous Driving, in CVPR2020

pl-avod

Code for 3D object detection for autonomous driving

ple2e

pseudo-LiDAR_e2e

pointnet.pytorch

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

pointnetplusplus_pytorch

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

pointnetplusplus_tf

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

pytorch-gan

Creating artificial images with a Generative Adversarial Network written in PyTorch.

pytorch-gans

PyTorch implementations of Generative Adversarial Networks.

pytorch-spiking-yolov3

A PyTorch implementation of Spiking-YOLOv3. Two branches are provided, based on two common PyTorch implementation of YOLOv3(ultralytics/yolov3 & eriklindernoren/PyTorch-YOLOv3), with support for Spiking-YOLOv3-Tiny at present.

side

The source code of "SIDE: Center-based Stereo 3D Detector with Structure-aware Instance Depth Estimation", accepted to WACV 2022.

slayerpytorch

PyTorch implementation of SLAYER for training Spiking Neural Networks

snn-tutorial

🔥🔥🔥A collection of some awesome public SNN(Spiking Neural Network) projects.

snn_benchmark

so-net

SO-Net: Self-Organizing Network for Point Cloud Analysis, CVPR2018

spyketorch

High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.

stereo-rcnn

Code for 'Stereo R-CNN based 3D Object Detection for Autonomous Driving' (CVPR 2019)

tlnet

Triangulation Learning Network: from Monocular to Stereo 3D Object Detection | KITTI

voxception-resnet

voxnet

3D/Volumetric Convolutional Neural Networks with Theano+Lasagne

xiaotudui-pytorch-tutorial

PyTorch深度学习快速入门教程（绝对通俗易懂！）

yolostereo3d

Official Repo for Ground-aware Monocular 3D Object Detection for Autonomous Driving / YOLOStereo3D: A Step Back to 2D for Efficient Stereo 3D Detection