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🆕 The Coding Train: 7.1: TensorFlow.js Color Classifier: Crowdsourcing Data
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7.1: TensorFlow.js Color Classifier: Crowdsourcing Data
This video is the first in a new series about data collection and training of a machine learning classification model with TensorFlow.js.
🎥 Next Video: https://youtu.be/yXl0dM1b43s
🔗 Crowdsource Color Data: https://github.com/CodingTrain/CrowdSourceColorData…
🎥 Next Video: https://youtu.be/yXl0dM1b43s
🔗 Crowdsource Color Data: https://github.com/CodingTrain/CrowdSourceColorData…
🆕 The Coding Train: 7.2: TensorFlow.js Color Classifier: Saving Data to Firebase
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7.2: TensorFlow.js Color Classifier: Saving Data to Firebase
In this video I save the crowdsourced data to Firebase ("database as service"). 🎥 Next Video: https://youtu.be/Xrhrn8HaFPI 🔗 Crowd Source Color Data: https:/...
🆕 The Coding Train: 7.3: TensorFlow.js Color Classifier: Cleaning Data Part 1
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7.3: TensorFlow.js Color Classifier: Cleaning Data Part 1
In this video, I begin the process of "cleaning" the data in anticipation of training the machine learning model. Next Video: https://youtu.be/gRNvA6c4ero 🔗 ...
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🆕 The Coding Train: 7.4: TensorFlow.js Color Classifier: Cleaning Data Part 2
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7.4: TensorFlow.js Color Classifier: Cleaning Data Part 2
In this video, I try some data visualization techniques to continue "cleaning" the data in anticipation of training the machine learning model. Next Video: h...
🆕 The Coding Train: 7.5: TensorFlow.js Color Classifier: Cleaning Data Part 3
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7.5: TensorFlow.js Color Classifier: Cleaning Data Part 3
In this video, I export the "cleaned" data to a JSON file in anticipation of training the machine learning model. Next Video: https://youtu.be/rw_LVFpIzJg 🔗 ...
🆕 The Coding Train: 7.6: TensorFlow.js Color Classifier: Training Data Tensors (inputs)
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7.6: TensorFlow.js Color Classifier: Training Data Tensors (inputs)
In this video, I convert the data from the JSON file to tensors focusing on the inputs first. Next Video: https://youtu.be/Gql-LxoGvXA 🔗 Crowdsource Color Da...
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🆕 The Coding Train: Coding Challenge #109: Visualizing 500,000 Subscribers
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Coding Challenge #109: Visualizing 500,000 Subscribers
Celebrating the 500,000 subscribers milestone, I create a map visualization of Coding Train subscriber locations around the world! Code: https://thecodingtrain.com/challenges/109-visualizing-500000-subscribers
🕹️ p5.js Web Editor Sketch: https://editor.…
🕹️ p5.js Web Editor Sketch: https://editor.…
🆕 The Coding Train: 7.7: TensorFlow.js Color Classifier: Training Data Tensors (one hot encoding)
🆕 The Coding Train: 7.9: TensorFlow.js Color Classifier: Softmax and Cross Entropy
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🆕 The Coding Train: 7.10: TensorFlow.js Color Classifier: Training the Model
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