learning to apply transfer learning using TensorFlow.js in TypeScript
What you'll learn
Basics of transfer learning
Applying transfer learning using TypeScript
Basics of Angular apps using transfer learning
Basics of image classification using machine learning
Requirements
Tried to explain all, but basics of TensorFlowjs and Angular may be advantageous
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~Get Your Files Here !/1. Getting to know our course/1. Initial details.mp4
143.5 MB
~Get Your Files Here !/1. Getting to know our course/1. Initial details.srt
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~Get Your Files Here !/1. Getting to know our course/1.1 GitHub repository.html
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~Get Your Files Here !/1. Getting to know our course/2. Seeing deep learning metaphorically.mp4
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~Get Your Files Here !/1. Getting to know our course/2. Seeing deep learning metaphorically.srt
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~Get Your Files Here !/1. Getting to know our course/3. Details on how transfer learning is on the course.mp4
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~Get Your Files Here !/1. Getting to know our course/3. Details on how transfer learning is on the course.srt
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~Get Your Files Here !/2. Transfer learning/1. Initial words.mp4
66.7 MB
~Get Your Files Here !/2. Transfer learning/1. Initial words.srt
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~Get Your Files Here !/2. Transfer learning/1.1 transfer learning.pptx
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~Get Your Files Here !/2. Transfer learning/2. What is transfer learning.mp4
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~Get Your Files Here !/2. Transfer learning/2. What is transfer learning.srt
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~Get Your Files Here !/2. Transfer learning/3. Feature extractors for transfer learning.mp4
98.7 MB
~Get Your Files Here !/2. Transfer learning/3. Feature extractors for transfer learning.srt
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~Get Your Files Here !/2. Transfer learning/4. Humans also make transfer learning.mp4
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~Get Your Files Here !/2. Transfer learning/4. Humans also make transfer learning.srt
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~Get Your Files Here !/2. Transfer learning/5. Machine learning is a rule finder!.mp4
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~Get Your Files Here !/2. Transfer learning/5. Machine learning is a rule finder!.srt
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~Get Your Files Here !/3. Teachable Machine as a transfer learning platform/1. Making transfer learning accessable.mp4
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~Get Your Files Here !/3. Teachable Machine as a transfer learning platform/1. Making transfer learning accessable.srt
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~Get Your Files Here !/4. Using mobilenet as feature extractor, and KNN as classifier/1. Palavras iniciais.mp4
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~Get Your Files Here !/4. Using mobilenet as feature extractor, and KNN as classifier/1. Palavras iniciais.srt
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~Get Your Files Here !/4. Using mobilenet as feature extractor, and KNN as classifier/2. Getting ready to make the feature stack for transfer learning.mp4
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~Get Your Files Here !/4. Using mobilenet as feature extractor, and KNN as classifier/2. Getting ready to make the feature stack for transfer learning.srt
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~Get Your Files Here !/4. Using mobilenet as feature extractor, and KNN as classifier/3. Creating our feature model.mp4
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~Get Your Files Here !/4. Using mobilenet as feature extractor, and KNN as classifier/3. Creating our feature model.srt
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~Get Your Files Here !/4. Using mobilenet as feature extractor, and KNN as classifier/4. Solving a problem mobilenet does not work.html
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~Get Your Files Here !/4. Using mobilenet as feature extractor, and KNN as classifier/5. Using our features on the KNN model.mp4
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~Get Your Files Here !/4. Using mobilenet as feature extractor, and KNN as classifier/5. Using our features on the KNN model.srt
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~Get Your Files Here !/5. Using a feature model based on mobilenet for teaching a neural network/1. Initial words.mp4
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~Get Your Files Here !/5. Using a feature model based on mobilenet for teaching a neural network/1. Initial words.srt
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~Get Your Files Here !/5. Using a feature model based on mobilenet for teaching a neural network/2. Getting ready to transfer learning.mp4
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~Get Your Files Here !/5. Using a feature model based on mobilenet for teaching a neural network/2. Getting ready to transfer learning.srt
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~Get Your Files Here !/5. Using a feature model based on mobilenet for teaching a neural network/3. Precodes for training from features.mp4
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~Get Your Files Here !/5. Using a feature model based on mobilenet for teaching a neural network/3. Precodes for training from features.srt
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~Get Your Files Here !/5. Using a feature model based on mobilenet for teaching a neural network/4. Getting our model to extract features from images.mp4
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~Get Your Files Here !/5. Using a feature model based on mobilenet for teaching a neural network/4. Getting our model to extract features from images.srt
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~Get Your Files Here !/5. Using a feature model based on mobilenet for teaching a neural network/5. Training our model from features from mobilenet.mp4
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~Get Your Files Here !/5. Using a feature model based on mobilenet for teaching a neural network/5. Training our model from features from mobilenet.srt
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~Get Your Files Here !/5. Using a feature model based on mobilenet for teaching a neural network/6. Using our model to separate snakes from bunnies.mp4
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~Get Your Files Here !/5. Using a feature model based on mobilenet for teaching a neural network/6. Using our model to separate snakes from bunnies.srt
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~Get Your Files Here !/5. Using a feature model based on mobilenet for teaching a neural network/7. Advanced snakes classifications.mp4
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~Get Your Files Here !/5. Using a feature model based on mobilenet for teaching a neural network/7. Advanced snakes classifications.srt
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~Get Your Files Here !/6. Closing section/1. Final words.mp4
66.8 MB
~Get Your Files Here !/6. Closing section/1. Final words.srt
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~Get Your Files Here !/Bonus Resources.txt
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