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Conference Paper
Franchise Brands Recognition based on Convolutional Neural Network
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- Authors
- Keundong Lee, Seungjae Lee, Weon-Geun Oh, Junhyeok Lee, Giseok Kim, Juyeong Lee
- Issue Date
- 2019-02
- Citation
- International Workshop on Frontiers of Computer Vision (IW-FCV) 2019, pp.1-3
- Language
- English
- Type
- Conference Paper
- Abstract
- In this paper, we present a franchise brands recognition system based on convolutional neural network. In order to identify best practice of the system, a new benchmark dataset for franchise brands recognition is constructed, and we design a set of experiments to evaluate and compare a classifier and three different types of detectors (i.e. sign, logo and store detector for franchise stores) for this task. Based on the experimental results, we develop a mobile application, which recognizes a franchise brand by running sign detector and provides discount coupons and promotions of the brand.
- KSP Keywords
- Benchmark datasets, Best practices, Convolution neural network(CNN), Mobile Application(APP), Recognition System