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
As several developers of TensorFlow.js are involved with ML5.js project too, we can reasonably expect the project to catch up with the latest TensorFlow.js enhancement and features. The latest ML5.js includes the following algorithms:
| Type | Model | Description |
| Image | BodyPix | Segmentation for the body in an image |
| Image | CVAE | A generative model for the image |
| Image | DCGAN | A generative model for the image |
| Image | MobileNet | A model for image classification |
| Image | PoseNet | A model for estimating the human pose in real time |
| Image | StyleTransfer | Mixing different styles in two images |
| Image | YOLO | Fast state-of-the-art model for object detection |
| Image | Pix2Pix | A model for image conversion |
| Image | KNN | A classification model using ... |
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