A Novel Approach of Image Caption Generator using Deep Learning
Dilip Kumar Jang Bahadur Saini, Sunil Kumar, Kapil Kumar Joshi, Abhishek Kumar Pathak, Saksham Jain, Anupam Pratap Singh · 2023
Image caption generation is an emerging field of study for researchers that mainly focuses on developing systems that can generate captions of an image. In today's World, Image captioning is a very useful tool. Moreover, some systems use machine learning models such as deep learning models which include CNNs and RNNs models used to analyze images and generate captions. There are some late growths in caption generation that have focused on transfer learning, reinforcement learning, and multimodal approaches. The proposed system has 5 phases which are data cleaning, extraction, layering, training, and testing. The proposed model is tested on the recent Flicker8k_Dataset for image caption generation and it is implemented using Python software.