VisionAID: AI-Powered Image Caption Generator for Visually Impaired
Vision- AID is an innovative AI- powered image captioning system developed to empower visually bloodied individualities by transubstantiating visual data into meaningful audio descriptions. using the power of deep literacy, the system uses apre-trained InceptionV3 convolutional neural network to prize high- position visual features from input images. These features are also fed into an LSTM- grounded decoder model trained on the Flickr8k dataset to induce grammatically coherent and contextually accurate captions. To insure availability, the generated captions are vocalized using the pyttsx3 textbook- to- speech machine, allowing druggies to hear descriptions of images in real time. The result runs efficiently on original systems and is erected using Python with TensorFlow and Keras for the modeling factors. VisionAID islands the gap between vision and understanding, making digital content and surroundings more accessible and inclusive for the visually disabled community.
Publication Details
- Journal
- PhilPapers (PhilPapers Foundation)
- Published
- 2025-01-01
- Primary Topic
- Multimodal Machine Learning Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00