Image Captioning Application using moondream1 model
This Image Captioning Application is a user-friendly desktop GUI tool designed to automatically generate captions for images using advanced deep learning models. Built with Python and leveraging the power of the Transformers library, it offers a seamless way for users to upload images and receive descriptive captions, enhancing accessibility and understanding of visual content.
Features Easy-to-Use Interface: A simple and intuitive GUI allows users to upload and navigate through images effortlessly. CUDA Acceleration: Utilizes CUDA for GPU acceleration (if available) using half-precision for better memory efficiency (8gb v-ram), ensuring fast processing and caption generation. Multi-Threaded Model Loading: Implements multi-threaded loading of the deep learning model to improve startup time and responsiveness. Export Functionality: Users can export generated captions to text files, making it easy to save among the images. Dynamic Model Status Indicator: Includes a real-time indicator that notifies users when the model is loaded and ready to generate captions.
The GUI is one EXE file for convenience just click and run the APP.
I also upload the script as open-sourcing for anyone who wants to adjust or improve this.
