All projects
Computer Vision
Image Caption Generator
CNN + LSTM model trained on COCO dataset to describe images in English with transfer learning from Inception.
Overview
Generates English captions for arbitrary images using CNN-LSTM hybrid trained on COCO (12 categories, 80 sub-categories).
The Problem
Accessibility tools needed scalable, automated image descriptions.
The Solution
Transfer learning with Inception for feature extraction, custom LSTM decoder for caption generation.
Impact
Generated captions with usable accuracy for accessibility and content-tagging workflows.
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