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awesome-semantic-segmentation-pytorch

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

cgnet

CGNet: A Light-weight Context Guided Network for Semantic Segmentation [arXiv preprint arXiv:1811.08201]

code-of-learn-deep-learning-with-pytorch

This is code of book "Learn Deep Learning with PyTorch"

corner

Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation

cosine-ood-detector

Hyperparameter-Free Out-of-Distribution Detection Using Softmax of Scaled Cosine Similarity

day2night

Image2Image Translation Research

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

face_pytorch

face recognition algorithms in pytorch framework, including arcface, cosface, sphereface and so on

focal_loss_for_object_detection

Retinanet impelemented by Pytorch : 69.0 mAP on VOC2007 test.

focal_segmentation

semantic segmentation with focal loss

gazr

3D head pose estimation using monocular vision

image_segmentation

pytorch Implementation of U-Net, R2U-Net, Attention U-Net, Attention R2U-Net.

kaggle-kuzushiji-recognition-2019

kitti_semantic_segmentation

A semantic Segmentation model used to identify road surfaces for self-driving car applications. Implemented in Tensorflow and trained on the Kitti Road Dataset.

lanenet-enet-hnet

lanenet-lane-detection

Implemention of lanenet model for real time lane detection using deep neural network model https://maybeshewill-cv.github.io/lanenet-lane-detection/

machine-learning-deep-learning-notes

机器学习、深度学习的学习路径及知识总结

mhn

ICCV2019

ml-visuals

Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

mtcnn-pytorch

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks

multi-object-tracking-paper-list

Paper list and source code for multi-object-tracking

multiclassfcn

FCN for the segmentation of data with multiple classes (PyTorch)

ncnn_facetrack

开源视频人脸跟踪算法,基于mtcnn人脸检测+onet人脸跟踪,在i7-9700k的cpu检测速度可高达250fps

opengl

opengl learning

pclpy

Python bindings for the Point Cloud Library (PCL)

pspnet

Pyramid Scene Parsing Network

pytorch-mobilenet-v2

A PyTorch implementation of MobileNet V2 architecture and pretrained model.

pytorch_tutorial

《Pytorch模型训练实用教程》中配套代码

rfsong-7993

设计的轻量级RFB进行行人检测，AP达到0.7993，参数量仅有3.1MB，200 FPS

rosperceptionpackagekittidataset

ROS Perception Package for Multi-Object Tracking of KITTI Dataset