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Object detection model

Learn Machine Learning

U-Net and IoU for Object Detection in Image Processing

Other than our last   hand writing challenge , there is another Kaggle   challenge featuring image recognition --  TGS Salt Identification Challenge . But this time, we are going for an "upgrade". As we are dealing with object detection. It is all about salt. In this challenge, our mission is finding

By Raven Hon 26 Sep 2018
Visualize a CNN

Learn Machine Learning

Visualize a Convolutional Neural Network

On last post, we tried our image recognition project with handwritten digits. We used a Convolutional Neural Network (CNN) to train our machine and it did pretty well with 99.47% accuracy. We learnt how a CNN works by actually implementing a model. Today, we move one step further to

By Raven Hon 21 Feb 2018
Teach our machine with Convolutional Neural Network

Learn Machine Learning

Python Image Recognizer with Convolutional Neural Network

On our data science journey, we have solved classification and regression problems. What's next? There is one popular machine learning territory we have not set feet on yet --- the image recognition. But now the wait is over, in this post we are going to teach our machine

By Raven Hon 11 Feb 2018
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