Media Summary: In this video I save the crowdsourced data to Firebase ("database as service"). Next Video: In this video, I try some data visualization techniques to continue "cleaning" the data in anticipation of training the machine ... In this video, I begin the process of "cleaning" the data in anticipation of training the machine learning model. Next Video: ...

7 2 Tensorflow Js Color - Detailed Analysis & Overview

In this video I save the crowdsourced data to Firebase ("database as service"). Next Video: In this video, I try some data visualization techniques to continue "cleaning" the data in anticipation of training the machine ... In this video, I begin the process of "cleaning" the data in anticipation of training the machine learning model. Next Video: ... In this video, I export the "cleaned" data to a JSON file in anticipation of training the machine learning model. Next Video: ... In this video, I convert the labels from the training data to tensors using a technique known as "one hot encoding". Next Video: ... In this video, I implement the last layer of the classifier model and cover the softmax activation function and cross entropy loss ...

In this video, I cover tf.nextFrame() in combination with p5. This video is the first in a new series about data collection and training of a machine learning classification model with ... The moment we've all been waiting for! In this video, I'm using my trained In this video, I build the architecture of the In this video, I convert the data from the JSON file to tensors focusing on the inputs first. Next Video: Unleash the potential of machine learning in the browser with

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7.2: TensorFlow.js Color Classifier: Saving Data to Firebase
7.4: TensorFlow.js Color Classifier: Cleaning Data Part 2
7.3: TensorFlow.js Color Classifier: Cleaning Data Part 1
7.5: TensorFlow.js Color Classifier: Cleaning Data Part 3
7.7: TensorFlow.js Color Classifier: Training Data Tensors (one hot encoding)
7.9: TensorFlow.js Color Classifier: Softmax and Cross Entropy
7.11: TensorFlow.js Color Classifier: Animating Loss
7.1: TensorFlow.js Color Classifier: Crowdsourcing Data
TensorFlow.js - RGB channels to Red-Green Color Blind
7.12: TensorFlow.js Color Classifier: Prediction
7.8: TensorFlow.js Color Classifier: Building the Model
7.6: TensorFlow.js Color Classifier: Training Data Tensors (inputs)
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7.2: TensorFlow.js Color Classifier: Saving Data to Firebase

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 ...

7.4: TensorFlow.js Color Classifier: Cleaning Data Part 2

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 ...

7.3: TensorFlow.js Color Classifier: Cleaning Data Part 1

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: ...

7.5: TensorFlow.js Color Classifier: Cleaning Data Part 3

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: ...

7.7: TensorFlow.js Color Classifier: Training Data Tensors (one hot encoding)

7.7: TensorFlow.js Color Classifier: Training Data Tensors (one hot encoding)

In this video, I convert the labels from the training data to tensors using a technique known as "one hot encoding". Next Video: ...

7.9: TensorFlow.js Color Classifier: Softmax and Cross Entropy

7.9: TensorFlow.js Color Classifier: Softmax and Cross Entropy

In this video, I implement the last layer of the classifier model and cover the softmax activation function and cross entropy loss ...

7.11: TensorFlow.js Color Classifier: Animating Loss

7.11: TensorFlow.js Color Classifier: Animating Loss

In this video, I cover tf.nextFrame() in combination with p5.

7.1: TensorFlow.js Color Classifier: Crowdsourcing Data

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 - RGB channels to Red-Green Color Blind

TensorFlow.js - RGB channels to Red-Green Color Blind

Bonus content in Week

7.12: TensorFlow.js Color Classifier: Prediction

7.12: TensorFlow.js Color Classifier: Prediction

The moment we've all been waiting for! In this video, I'm using my trained

7.8: TensorFlow.js Color Classifier: Building the Model

7.8: TensorFlow.js Color Classifier: Building the Model

In this video, I build the architecture of the

7.6: TensorFlow.js Color Classifier: Training Data Tensors (inputs)

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 ...

Image Classification with TensorFlow.js (JavaScript)

Image Classification with TensorFlow.js (JavaScript)

Unleash the potential of machine learning in the browser with