Transfer Learning in Angular

سرفصل های دوره

learning to apply transfer learning using TensorFlow.js in TypeScript

1. Getting to know our course

1.1 GitHub repository.html

1. Initial details

2. Seeing deep learning metaphorically

3. Details on how transfer learning is on the course

2. Transfer learning

1.1 transfer learning.pptx

1. Initial words

2. What is transfer learning

3. Feature extractors for transfer learning

4. Humans also make transfer learning

5. Machine learning is a rule finder!

3. Teachable Machine as a transfer learning platform

1. Making transfer learning accessable

4. Using mobilenet as feature extractor, and KNN as classifier

1. Palavras iniciais

2. Getting ready to make the feature stack for transfer learning

3. Creating our feature model

4. Solving a problem mobilenet does not work.html

5. Using our features on the KNN model

5. Using a feature model based on mobilenet for teaching a neural network

1. Initial words

2. Getting ready to transfer learning

3. Precodes for training from features

4. Getting our model to extract features from images

5. Training our model from features from mobilenet

6. Using our model to separate snakes from bunnies

7. Advanced snakes classifications

6. Closing section

1. Final words

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تولید کننده: Udemy