Public facing notes page

Text recognition (optical character recognition) with deep learning methods, ICCV 2019

Jupyter notebooks from the scikit-learn video series

Debugging, monitoring and visualization for Python Machine Learning and Data Science

Introduction to Deep Neural Networks with Keras and Tensorflow

Keras implementation of Deeplab v3+ with pretrained weights

仅使用numpy从头开始实现神经网络,包括反向传播公式推导过程; numpy构建全连接层、卷积层、池化层、Flatten层；以及图像分类案例及精调网络案例等,持续更新中... ...

Use CNN to detect nodules in LIDC dataset.

keras实现人证比对论文《Large-scale Bisample Learning on ID vs. Spot Face Recognition》的核心思想; 当类别数非常大时(超过百万)，GPU显存可能无法装载权重参数；可以使用支配原型概念，每个step将相关的类别一块训练，step开始时将当前mini-batch的类别原型权重加载到GPU中，而不用加载所有的类别权重参数; step…

论文Low-Shot Learning with Imprinted Weights 的keras 版简要实现;

Implementation of image processing techniques to get the correction of tilt in text images.

(Python) Stat 689 Project - zero inflated Poisson regression package in Python.