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Скачать или смотреть Build image classifier using transfer learning - Fine-tuning MobileNet with Keras

  • deeplizard
  • 2018-06-04
  • 28766
Build image classifier using transfer learning - Fine-tuning MobileNet with Keras
activation functionAIartificial intelligenceartificial neural networkautoencodersbatch normalizationclusteringCNNconvolutional neural networkdata augmentationdeep learningeducationeducationalfine-tuneimage classificationKeraslearningmachine learningneural netneural networkPythonreluSequential modelSGDstochastic gradient descentsupervised TensorflowTheanotransfer learningtutorialunsupervised learning
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Описание к видео Build image classifier using transfer learning - Fine-tuning MobileNet with Keras

Now that we’ve seen what MobileNet is all about in our last video, let’s talk about how we can fine-tune the model via transfer learning and and use it on another dataset. We’ll also be walking through the implementation of this in code using Keras, and through this process we’ll get exposed to Keras’ Functional API.

Pre-requisite videos:
Fine-tuning a Neural Network explained
   • Fine-tuning a Neural Network explained  
Fine-tune VGG16 Image Classifier with Keras | Part 1: Build
   • Fine-tune VGG16 Image Classifier with Kera...  
Fine-tune VGG16 Image Classifier with Keras | Part 2: Train
   • Fine-tune VGG16 Image Classifier with Kera...  
Fine-tune VGG16 Image Classifier with Keras | Part 3: Predict
   • Fine-tune VGG16 Image Classifier with Kera...  
Image preparation for CNN Image Classifier with Keras
   • Image preparation for CNN Image Classifier...  

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