IEEE - Institute of Electrical and Electronics Engineers, Inc. - Data Augmentation on Synthetic Images for Transfer Learning using Deep CNNs

2018 5th International Conference on Signal Processing and Integrated Networks (SPIN)

Author(s): Jonti Talukdar ; Ayon Biswas ; Sanchit Gupta
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 February 2018
Conference Location: Noida, Delhi-NCR, India, India
Conference Date: 22 February 2018
Page(s): 215 - 219
ISBN (CD): 978-1-5386-3044-0
ISBN (Electronic): 978-1-5386-3045-7
DOI: 10.1109/SPIN.2018.8474209
Regular:

Training of deep Convolutional Neural Networks (CNNs) for object detection tasks requires a huge amount of annotated data which is expensive, difficult and time-consuming to produce. This... View More

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