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This is an innovative project aimed at enhancing the visual experience for individuals with impairments. Leveraging machine learning and natural language processing, this repository houses the codebase for generating efficient and coherent natural language descriptions of captured images. The project integrates seamlessly with image recognition,
An Image captioning web application combines the power of React.js for front-end, Flask and Node.js for back-end, utilizing the MERN stack. Users can upload images and instantly receive automatic captions. Authenticated users have access to extra features like translating captions and text-to-speech functionality.
[CVPR23] A cascaded diffusion captioning model with a novel semantic-conditional diffusion process that upgrades conventional diffusion model with additional semantic prior.