November 2019
Intermediate to advanced
296 pages
7h 52m
English
Content preview from Hands-On Machine Learning with TensorFlow.js
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Supported models
In addition to MobileNet, tfjs-models provides various kinds of models. This is the list of models that are currently supported:
| Application type | Model | Description |
| Image | MobileNet | Pre-trained model based on the ImageNet dataset |
| Image | PostNet | A model that estimates human poses in real time |
| Image | Coco SSD | A model designed to localize and identify multiple objects |
| Image | BodyPix | A model for body segmentation |
| Audio | SpeechCommand | A model that recognizes simple English words using the WebAudio API |
| Text | Universal Sentence Encoder | A lightweight model that embeds text into a 512-length vector space |
| Text | Toxicity Classifier | A model that detects toxic content, such as threatening language |
| Classification | KNN Classifier ... |
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