An image captioning model that uses flickr8k dataset with Deep learning and NLP.
The web interface is generated using our pretrained model using Gradio: https://gradio.app/
Reference : -> https://arxiv.org/abs/1502.03044 https://www.youtube.com/watch?v=y2BaTt1fxJU by Aladdin Persson.
Download the models,weights and files from: https://drive.google.com/drive/folders/1ThbT5oBHeZ83TyUisJUe9KRyfW2q9aJj
Download the dataset used: https://www.kaggle.com/dataset/e1cd22253a9b23b073794872bf565648ddbe4f17e7fa9e74766ad3707141adeb Then set images folder, captions.txt inside a folder Flickr8k.
flikr8k/images/
flikr8k/captions.txt
Steps to run:
Run webcam_test.ipynb to test webcam and test.ipynb to upload caption and test.
Working:
Upload any image:
Use Webcam:
