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 a CNN decoder. We introduce several concepts on how to perform the upsampling in der decoder.
Full Transcript
https://towardsdatascience.com/segmentation-and-object-detection-part-1-b8ef6f101547
Video References:
Car Scene
https://youtu.be/qWl9idsCuLQ
Semantic Edge Detection
https://youtu.be/BNE1hAP6Qho
X-Ray Lung Segmentation
https://youtu.be/v1eWWrswu6M
Music References
Silent Partner - Micro Fire
Ethan Meixsell - Demilitarized Zone
Ugonna Onyekwe - End of Time
Further Reading:
A gentle Introduction to Deep Learning
https://www.sciencedirect.com/science/article/pii/S093938891830120X
