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mapin1's Projects

ailearning icon ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

apollo icon apollo

An open autonomous driving platform

cnn icon cnn

Convolutional Neural Network using Eigen and C++

coder2gwy icon coder2gwy

互联网首份程序员考公指南,由3位已经进入体制内的前大厂程序员联合献上。

d2l-zh icon d2l-zh

《动手学深度学习》,英文版即伯克利深度学习(STAT 157,2019春)教材。面向中文读者、能运行、可讨论。

darknet icon darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

deep-learning-pointnet-project icon deep-learning-pointnet-project

Classification and Segmentation of the MNIST dataset given as a point set input. Classification: the program classifies hand written digits, given as a sample of 100 points in a 2 dimensional field. the architecture is based on a Stanford article of a PointNet which is especially efficient for 3D image classification. the PointNet classification accuracy is 92.86% Segmentation: this is an extension to the classification net which can later define segments within the pointset. the program receives an input of a handwritten digit, given as a sample of 200 points in a 2 dimensional field, where 100 of the points are a sample of the digit itself, and the rest of the points are "background" points which are not part of the digit. the program classifies each point into one of the 2 segments and returns if it is part of the digit or part of the background. the PointNet segmentation accuracy is 97.65%

deepcut-cnn icon deepcut-cnn

CNN architecture for articulated human pose estimation

detectozord icon detectozord

utilizing PointNet+ PCL for object detection, classification and pose estimation from point clouds

dink icon dink

🚕点云深度学习框架 | Point cloud Deep learning Framework🚕

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