| Keywords
|
Mobile robots, Transfer Learning, Object Detection +
|
| OneLineSummary
|
The idea in this project is to employ transfer learning methods to teach a mobile robot to detect a handful of everyday objects in the real-world environment, and investigate the challenges and difficulties that are faced to this end +
|
| Prerequisites
|
Machine Learning +
|
| References
|
• Pan, Sinno Jialin, and Qiang Yang. "A su … • Pan, Sinno Jialin, and Qiang Yang. "A survey on transfer learning." IEEE Transactions on knowledge and data engineering 22.10 (2009): 1345-1359.
• Yosinski, Jason, et al. "How transferable are features in deep neural networks?." Advances in neural information processing systems. 2014.ural information processing systems. 2014.
|
| StudentProjectStatus
|
Open +
|
| Supervisors
|
Mahmoud Rahat +
|
| Title
|
Embedding DNN models on mobile robots for object detection +
|
| Categories |
StudentProject +
|
| Modification dateThis property is a special property in this wiki.
|
1 October 2019 15:23:53 +
|
