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sonny180's Projects

cddfm3d icon cddfm3d

Cross-Domain and Disentangled Face Manipulation with 3D Guidance

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%

deeplearning-500-questions icon 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

faiss icon faiss

A library for efficient similarity search and clustering of dense vectors.

gomoku icon gomoku

五子棋对战游戏,支持多个client同时在线对战,由于游戏性质,使用典型的同步阻塞IO模型,多进程提供服务

interfacegan icon interfacegan

[CVPR 2020] Interpreting the Latent Space of GANs for Semantic Face Editing

nosqlattack icon nosqlattack

NoSQLAttack is an open source Python tool to automate exploit MongoDB server IP on Internet and disclose the database data by MongoDB default configuration weaknesses and injection attacks.

one-pixel-attack-keras icon one-pixel-attack-keras

Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet

pointrcnn icon pointrcnn

The PyTorch Implementation of PointRCNN for 3D Object Detection from Raw Point Cloud, CVPR 2019.

powervim icon powervim

Make your vim more power and much easer.

pytorch-handbook icon pytorch-handbook

pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行

stylespace icon stylespace

StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation

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