Automated Image Description Generation Task

An Automated Image Description Generation Task is an image description generation task that is a automated text generation task where the input is a image file.

• Context:
  • It can be solved by an Automated Image Description Generation System.
  • …
• Example(s):
  • 
  • …
• Counter-Example(s):
  • an Image Classification Task.
  • an Image Annotation Task.
• See: Text Generation, Image Captioning, Image Classification, Visual Linguistic Task.

---

---

References

2018

• (Bernardi et al., 2016) ⇒ Raffaella Bernardi, Ruket Cakici, Desmond Elliott, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis, Frank Keller, Adrian Muscat, and Barbara Plank. (2016). “Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures.” Journal of Artificial Intelligence Research 55

2017

• https://machinelearningmastery.com/how-to-caption-photos-with-deep-learning/
  • QUOTE: Generate a textual description of the contents image.

    

2015

• (Xu et al., 2015) ⇒ Kelvin Xu, Jimmy Ba, Ryan Kiros, Kyunghyun Cho, Aaron Courville, Ruslan Salakhudinov, Rich Zemel, and Yoshua Bengio. (2015). “Show, Attend and Tell: Neural Image Caption Generation with Visual Attention.” In: Proceedings of the International Conference on Machine Learning, pp. 2048-2057.

---