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project_2_image_captioning_project

Image Captioning Project

In this project, I design and train a CNN-RNN (Convolutional Neural Network - Recurrent Neural Network) model for automatically generating image captions. The network is trained on the Microsoft Common Objects in COntext (MS COCO) dataset. The image captioning model is displayed below.

Image Captioning Model Image source

Generating Image Captions

Here are some predictions from my model.

Good results

sample_171
sample_440
sample_457
sample_002
sample_029
sample_107
sample_202

Not so good results

sample_296
sample_008
sample_193
sample_034
sample_326
sample_366
sample_498

More samples

There are 500 predictions in the samples folder.


The Udacity repository for this project: CVND---Image-Captioning-Project