email@example.com started the topic Intro to Image Recognition with Deep Learning using Apache Spark & BigDL in the forum Data Science Camp 3 years, 1 month ago
Thank you for attending our session.
(1) You can access the complete workshop setup and Jupyter notebooks using the docker image. You can either install it locally on your laptop, or on your AWS instance (or any other cloud VM).
The Docker image comes with preinstalled Spark, BigDL, Jupiter and all required libraries. Please follow instructions…[Read more]
firstname.lastname@example.org started the topic Hands-on Deep Learning and Visual Recognition with Keras/Tensorflow in the forum Data Science Camp 3 years, 2 months ago
In this hands-on session we’ll work with several datasets, such as MNIST handwritten digit dataset, Traffic Sign dataset, and build progressively more complex models to recognize images.
(1) We’ll use classifiers from Scikit-Learn;
(2) Implement LeNet-5 convolutional neural network in Keras/Tensorflow.
(3) Use transfer learning technique…[Read more]