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Dimension reduction for image clustering using convolutional autoencoder

About workshop Kostiantyn Isaienkov on the workshop we will describe the solution for the task of the dimension reduction of the image dataset for further clustering using convolutional autoencoder. The program includes the following steps: 1. Building and training autoencoder model (python3, keras). 2. Dimension reduction of real image dataset via autoencoder model. 3. Clustering

Nov 3, 2018, 14:30
Simple object detection with Tensorflow

About workshop Michael Yushchuk on the workshop we will solve the task of detecting the gesture “heart” on the photo using Tensorflow object detection API. We’ll recover methods that were applied to a similar task in the past. Also, we’ll get a basic understanding of neural networks and how they are applied to the object

Nov 3, 2018, 10:40