CS-F441: S ELECTED TOPICS FROM COMPUTER S CIENCE (DEEP L EARNING FOR NLP & CV) Lecture-KT-14: Segmentation (U-Net), Object Detection (Yolo) Dr. Kamlesh Tiwari, Assistant Professor, Department of Computer Science and Information Systems, BITS Pilani, Rajasthan-333031 INDIA Nov 20, 2019 (Campus @ BITS-Pilani July-Dec 2019)
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CS-F441: Selected Topics from Computer Science (Deep ... › dl › lecture-12-kt-cv.pdf2 Cite 6375 Redmon, Joseph and Divvala, Santosh and Girshick, Ross and Farhadi, Ali, You only
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Department of Computer Science and Information Systems,BITS Pilani, Rajasthan-333031 INDIA
Nov 20, 2019 (Campus @ BITS-Pilani July-Dec 2019)
Segmentation
ISBI challenge for segmentation of neuronal structures in electronmicroscopic stacksWorks with very few training images (30/application) and touchingboundary. Yield more precise segmentationData augmentation is essential (mainly shift, rotation and elasticdeformation)