Generate image captions with TensorFlow.js pre-trained models
npm install tfjs-image-captionerGenerate image captions directly in your web or Node.js projects using pre-trained TensorFlow.js models. Ideal for web developers, designers, and researchers to add visual understanding and accessibility to their applications.
* Simple API: Get captions with one line of code.
* Pre-trained Model Flexibility: Choose from different pre-trained models for varying accuracy and performance needs.
* Multiple Image Formats: Supports common image formats like JPEG, PNG, and more.
* Code Examples: Learn how to integrate the package into your projects with clear examples.
``bash`
npm install tfjs-image-captionerUsage
`JavaScript
import imageCaptioning from 'tfjs-image-captioner';
const imagePath = 'path/to/your/image.jpg';
imageCaptioning.getImageCaptions(imagePath)
.then(captions => {
console.log('Captions:', captions);
})
.catch(error => {
console.error('Error:', error);
});
``
For more details, examples, and advanced usage, please refer to the documentation:
* Documentation: https://www.tensorflow.org/js/models
* Community Forum: https://stackoverflow.com/questions/tagged/tensorflow.js
* Model Selection API
* Adaptive Model Loading