Archives for active learning

14 Mar

What is Trax and How is it a Better Framework for Advanced Deep Learning?

image-20842
image-20842

TensorFlow, Pytorch, Caffe, Keras, Theano, and many more. There’s already an abundance of deep learning frameworks, so why should you care about Trax? Well, most deep learning libraries have two major drawbacks: They require you to write long syntaxes, even for simple tasks. Their language/API can be quite complex and hard to understand, especially for…

The post What is Trax and How is it a Better Framework for Advanced Deep Learning? appeared first on Analytics India Magazine.

08 Sep

What Is Deep Active Learning: Challenges and Applications

image-15483
image-15483

According to NVIDIA, if humans were to label the data for a 100-car fleet driving for eight hours a day, they would require more than 1 million labellers. It takes autonomous vehicles nearly 11 billion miles of driving to perform just 20% better than a human. Real-world problems that machine learning models encounter come with…

The post What Is Deep Active Learning: Challenges and Applications appeared first on Analytics India Magazine.

08 Sep

What Is Deep Active Learning: Challenges and Applications

image-15484
image-15484

According to NVIDIA, if humans were to label the data for a 100-car fleet driving for eight hours a day, they would require more than 1 million labellers. It takes autonomous vehicles nearly 11 billion miles of driving to perform just 20% better than a human. Real-world problems that machine learning models encounter come with…

The post What Is Deep Active Learning: Challenges and Applications appeared first on Analytics India Magazine.