Deep Learning - Segmentation and Object Detection Part 1

In this video, we introduce the concepts of segmentation and object detection. For image segmentation, you use a CNN encoder in combination with an CNN decoder. We introduce several concepts on how to perform the upsampling in der decoder.

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Video References:
Car Scene
Semantic Edge Detection
X-Ray Lung Segmentation

Further Reading:
A gentle Introduction to Deep Learning