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Zongdi's Projects

conv_arithmetic icon conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

food-recognition icon food-recognition

🍔🍟🍗 Food analysis baseline with Theseus. Integrate object detection, image classification and multi-class semantic segmentation. 🍞🍖🍕

haiti_datamining icon haiti_datamining

During the 2010 Earthquake in Haiti, many people lost their homes. These homeless people generally live under blue TARP. Our task was to train the model to quickly locate these homeless people in aerial images, in other words to locate blue Tarp.When we know where the homeless are, we can deploy our resources more effectively. More accurate estimates of the number of people affected. Aerial images are RGB three-channel images, and each sample is a pixel point. In the data, the classification of each sample has been marked, so I use supervised learning methods.

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

javascript30-liyuechun icon javascript30-liyuechun

每天一个JavaScript项目挑战,30天玩转JavaScript,免费视频:http://www.kongyixueyuan.com

javayouth icon javayouth

主要是Java技术栈的文章,涉及到了源码、原理,面试等知识。如AQS,JVM,rpc源码,Spring源码,计网,os等等。

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