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awesome_lightweight_networks

The implementation of various lightweight networks by using PyTorch. such as：MobileNetV2，MobileNeXt，GhostNet，ParNet，MobileViT、AdderNet，ShuffleNetV1-V2，LCNet，ConvNeXt，etc. ⭐⭐⭐⭐⭐

coco-caption

ct3d

"Improving 3D Object Detection with Channel-wise Transformer", ICCV2021 accept!

cuiheng

cuiheng's code

datastructures

数据结构LeetCode

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

fcaf3d

FCAF3D: Fully Convolutional Anchor-Free 3D Object Detection

gan

gan基础代码

image-captioning

Computer Vision: Generate captions that describe the contents of images using PyTorch

mspct

paddleocr

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

paper-reading

深度学习经典、新论文逐段精读

point-mae

pointnet2_pytorch

PyTorch implementation of Pointnet2/Pointnet++

pointnet_pointnet2_pytorch

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

pointswd

Point-set Distances for Learning Representations of 3D Point Clouds (ICCV 2021)

python

Public Repository

pythonproject1

tensorboard

radcap_project

repdistiller

[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods

scan2cap

[CVPR 2021] Scan2Cap: Context-aware Dense Captioning in RGB-D Scans

sg2caps

sub-gc

Code repository for our paper "Comprehensive Image Captioning via Scene Graph Decomposition" in ECCV 2020.

tensorboard

tensorboard基本模块

van-classification

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

vnn

Vector Neurons: A General Framework for SO(3)-Equivariant Networks

vnpccl2.0

votenet

Deep Hough Voting for 3D Object Detection in Point Clouds

vsrn

PyTorch code for ICCV'19 paper "Visual Semantic Reasoning for Image-Text Matching"