Pixel-Level Dense Prediction
Scientists have been working on the puzzle of human vision for many decades. Convolutional Neural Network (CNN or convnet)-based Deep Learning reached a new landmark for image recognition when...
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The Black Arts of Machine Learning
As I outline in the Machine Learning Field Guide, the concept of Machine Learning arose from interests in having machines learn from data. The industry has seen cycles of stagnation and resurgence in...
