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awesome-3d-lane-detection

Awesome 3D Lane Detection Paper List.

awesome_lightweight_networks

一些常见的轻量化网络的pytorch实现。The implementation of various lightweight networks by using PyTorch. such as：MobileNetV2，MobileNeXt，GhostNet，ParNet，MobileViT、AdderNet，ShuffleNetV1-V2，LCNet，ConvNeXt，etc. ⭐⭐⭐⭐⭐

biggan-pytorch

The author's officially unofficial PyTorch BigGAN implementation.

birds-eye-view-perception

Awesome BEV perception research and cookbook for all level audience in autonomous diriving

bytetrack-opencv-onnxruntime

分别使用OpenCV、ONNXRuntime部署YOLOX+ByteTrack目标跟踪，包含C++和Python两个版本的程序

deep_sort

deepsort的源码

filter-pruning-geometric-median

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

focal-loss-pytorch

全中文注释.(The loss function of retinanet based on pytorch).(You can use it on one-stage detection task or classifical task, to solve data imbalance influence).用于one-stage目标检测算法,提升检测效果.你也可以在分类任务中使用该损失函数,解决数据不平衡问题.

ganet

A Keypoint-based Global Association Network for Lane Detection. Accepted by CVPR 2022

gans-awesome-applications

gan的主流应用，包含论文和代码

gfocalv2

Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection, CVPR2021

model-compression

model compression based on pytorch (1、quantization: 8/4/2bits(dorefa)、ternary/binary value(twn/bnn/xnor-net)；2、 pruning: normal、regular and group convolutional channel pruning；3、 group convolution structure；4、batch-normalization folding for binary value of feature(A))

multiyolov5

joint detection and semantic segmentation, based on ultralytics/yolov5,

nanodet

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

network-slimming

Network Slimming (Pytorch) (ICCV 2017)

pix2pix-pytorch

PyTorch implementation of "Image-to-Image Translation Using Conditional Adversarial Networks".

pp-lcnet

PyTorch implementation of PP-LCNet

pytorch

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-image-models

常见的pytorch模型，大佬的库，里面还有检测的

pytorch-mnist-celeba-cgan-cdcgan

大佬的c-gan和c-DCGAN代码实现

pytorch-mnist-celeba-gan-dcgan

DCGAN别人写的代码，转载一下，包含mnist和celeba两个数据集

pytorch-network-slimming

A package to make do Network Slimming a little easier

pytorch-slimming

Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.

pytorch-wgan

Pytorch implementation of DCGAN, WGAN-CP, WGAN-GP

repvgg

RepVGG: Making VGG-style ConvNets Great Again

resnet50-pruning

seg_label_generate

Processing annotations for CULane dataset.

segmentation_models.pytorch

常见的分割模型仓库

tensorrtcv

一些tensorrt部署的网络