Graphics Group @ ISU

We are interested in graphics and computational tools.

Automatic Image Captioning using Convolutional and Recurrent Neural Networks

Automatic image captioning is the process of generating a descriptive text description for an image. Image captioning is one of the few applications of deep neural networks where we work with image and text data simultaneously. This captioning model can be trained using standard backpropagation techniques such as Stochastic Gradient Descent (SGD). I trained this model on the MS-COCO dataset with real-world images of humans, animals, vehicles, etc., in various situations and surroundings. Read more →