Search Results for author: Thomio Watanabe

Found 4 papers, 3 papers with code

Image classification in frequency domain with 2SReLU: a second harmonics superposition activation function

1 code implementation18 Jun 2020 Thomio Watanabe, Denis F. Wolf

Deep Convolutional Neural Networks are able to identify complex patterns and perform tasks with super-human capabilities.

General Classification Image Classification

Instance Segmentation as Image Segmentation Annotation

1 code implementation1 Feb 2019 Thomio Watanabe, Denis Wolf

A different approach tries to solve the problem as an annotation problem, where the instance information is encoded in a mathematical representation.

Image Segmentation Instance Segmentation +2

Verisimilar Percept Sequences Tests for Autonomous Driving Intelligent Agent Assessment

no code implementations7 May 2018 Thomio Watanabe, Denis Wolf

We identify critical aspects of the data dependency from the artificial intelligence state of the art models and we also propose procedures to reproduce them.

Autonomous Driving Decision Making

Distance to Center of Mass Encoding for Instance Segmentation

1 code implementation24 Nov 2017 Thomio Watanabe, Denis Wolf

The instance segmentation can be considered an extension of the object detection problem where bounding boxes are replaced by object contours.

Instance Segmentation Object +5

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