What are pretrained models in TensorFlow.js?
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What are pretrained models in TensorFlow.js?
Pretrained models in TensorFlow.js are models that have been trained on large datasets and can be used for various tasks without needing to train from scratch.
Can you give me examples of pretrained models available in TensorFlow.js?
Sure! Some examples include MobileNet for image classification, COCO-SSD for object detection, and BERT for natural language processing.
How do I use a pretrained model in my TensorFlow.js project?
You can load a pretrained model using the tf.loadLayersModel function or similar methods, depending on the model type.
Are there any limitations to using pretrained models?
Yes, pretrained models may not perform well on very specific tasks or datasets that differ significantly from the data they were trained on.
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