Pretrained models in TensorFlow Lite
For many interesting use cases, it is possible to use a pretrained model that is already suitable for mobile computation. This is a field of active research with new proposals coming pretty much every month. Pretrained TensorFlow Lite models are available on TensorFlow Hub; these models are ready to use (https://www.tensorflow.org/lite/models/). As of August 2022, these include:
- Image classification: Used to identify multiple classes of objects such as places, plants, animals, activities, and people.
- Object detection: Used to detect multiple objects with bounding boxes.
- Audio speech synthesis: Used to generate speech from text.
- Text embedding: Used to embed textual data.
- Segmentations: Identifies the shape of objects together with semantic labels for people, places, animals, and many additional classes.
- Style transfers: Used to apply artistic styles to any given image.
- Text classification: Used to...
