RML | Isamu

Dog Breed Classifier

Wed, 27 Apr 2016 00:00:00 +0000

Developed a dog breed image classifier for a project on Convolutional Neural Networks.
Utilized transfer learning on existing models such as AlexNet and YOLO.
Utilized the Stanford Dogs Data-set, and achieved testing accuracy of 90% on 11 different breeds.

Wed, 27 Apr 2016 00:00:00 +0000

Developed an eye-gaze control robotic wheelchair, and used Arduino board to create user interface.
Designed a virtual interface using simulated robot on ROS.
Tested algorithms on wheelchair robot in Shenzhen, China.

Wed, 27 Apr 2016 00:00:00 +0000