Image Caption Generator
Overview The Image Caption Generator is a machine learning-based project designed to automatically generate descriptive captions for images. By leveraging convolutional neural networks (CNNs) for image feature extraction and recurrent neural networks (RNNs), specifically Long Short-Term Memory (LSTM) networks, for caption generation, this project aims to produce accurate and meaningful descriptions for a variety of images.
Features Automatic generation of image captions Pre-trained models for quick setup and testing Support for custom datasets Evaluation metrics to measure caption quality
DATASET FOR THE CURRENT PROJECT ON WHICH WE WORK IS FLICKR-8K.YOU CAN DOWNLOAD THIS DATASET FROM https://www.kaggle.com/datasets/adityajn105/flickr8k