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Deep Learning: Segmentation and Object Detection - Part 2
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2020Jun 27
Deep Learning: Segmentation and Object Detection - Part 2 In this video, we discuss ideas on how to improve on image segmentation. In particular skip connections as used in the U-Net have been applied very successfully here. Also, we, look into other advanced methods such as stacked hourglasses, convolutional pose machines, and conditional random fields in combination with deep learning. Full Transcript https://towardsdatascience.com/segmen... Additional References nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation https://arxiv.org/abs/1809.10486 X-ray-transform Invariant Anatomical Landmark Detection for Pelvic Trauma Surgery https://arxiv.org/abs/1803.08608 Video References: U-Net    • 5 Minute Teaser Presentation of the U...   Body Part Segmentation    • 2017 Real-time body part segmentation   Music References Quincas Moreira - Bloody Tears Ethan Meixsell - March On Further Reading: A gentle Introduction to Deep Learning https://www.sciencedirect.com/science...

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Andreas Maier

7.92K subscribers