https://github.com/yanukadeneth99/image-captioning-dl

Creating an image captioning model using tensorflow.
https://github.com/yanukadeneth99/image-captioning-dl

image-captioning tensorflow

Last synced: 3 months ago
JSON representation

Creating an image captioning model using tensorflow.

• Host: GitHub
• URL: https://github.com/yanukadeneth99/image-captioning-dl
• Owner: yanukadeneth99
• Created: 2023-05-10T13:26:19.000Z (about 2 years ago)
• Default Branch: master
• Last Pushed: 2023-05-13T11:09:46.000Z (about 2 years ago)
• Last Synced: 2025-01-11T19:30:26.841Z (5 months ago)
• Topics: image-captioning, tensorflow
• Language: Jupyter Notebook
• Homepage:
• Size: 17.7 MB
• Stars: 1
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# 🧑‍🎨 Image Captioning Model

This project contains a tensorflow Jupyter Notebook project that you can use to build a Neural Network for Image Captioning.

## 🤔 How does it work?

You can download the project and run it on [Google Colab](https://colab.research.google.com/), easily with run buttons and it would work.

## 🔋 Stats

### 📊 BLEU Score

![BLEU_Score](https://i.imgur.com/ihhyMx8.png)

### 🪩 Example Image Captioning

![ImageCap](https://i.imgur.com/Mn93pyj.png)

## 🧰 Resources

- [VGG16 → from scratch using Transfer Learning with Keras and TensorFlow 2](https://narenltk.medium.com/vgg16-from-scratch-using-transfer-learning-with-keras-and-tensorflow-ffee5ae460fb)

- [Image Caption Generator using Python | Flickr Dataset | Deep Learning Tutorial](https://www.hackersrealm.net/post/image-caption-generator-using-python)