Natural Language Image Dataset
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A Natural Language Image Dataset is an natural language dataset that is an image dataset (which contains natural language items).
- Context:
- It can be an Annotated NL Image Dataset (with annotated text image).
- It can be an input to a Natural Language Image Recognition Task.
- …
- Example(s):
- A dataset containing digital images of sign language.
- A dataset containing digital images of natural language written text.
- …
- Counter-Example(s):
- See: Natural Language Dataset, Natural Language Text Dataset, Natural Language Audio Dataset, Formal Language Dataset, OCR.
References
2019
- (Baek et al., 2019) ⇒ Jeonghun Baek, Geewook Kim, Junyeop Lee, Sungrae Park, Dongyoon Han, Sangdoo Yun, Seong Joon Oh, and Hwalsuk Lee. (2019). “What is Wrong with Scene Text Recognition Model Comparisons? Dataset and Model Analysis.” In: Proceedings of the IEEE / CVF International Conference on Computer Vision (ICCV-2019).
- QUOTE: Reading text in natural scenes, referred to as scene text recognition (STR), has been an important task in a wide range of industrial applications. The maturity of Optical Character Recognition (OCR) systems has led to its successful application on cleaned documents, but most traditional OCR methods have failed to be as effective on STR tasks due to the diverse text appearances that occur in the real world and the imperfect conditions in which these scenes are captured. ...