no code implementations • 22 Jul 2019 • Amir Hossein Raffiee, Humayun Irshad
Finally, we propose the best cluster numbers for each class of objects in KITTI dataset that improves the performance of detection model significantly.
no code implementations • 3 Dec 2018 • Humayun Irshad, Qazaleh Mirsharif, Jennifer Prendki
In this paper, we introduce a real-world problem, the recognition of parking signs, and present a framework that combines active learning techniques with a transfer learning approach and crowd-sourcing tools to create and train a machine learning solution to the problem.
no code implementations • 21 Jun 2016 • Humayun Irshad, Eun-Yeong Oh, Daniel Schmolze, Liza M Quintana, Laura Collins, Rulla M. Tamimi, Andrew H. Beck
These methods have not yet replaced manual scoring for the assessment of IHC in the majority of diagnostic laboratories and in many large-scale research studies.
3 code implementations • 18 Jun 2016 • Dayong Wang, Aditya Khosla, Rishab Gargeya, Humayun Irshad, Andrew H. Beck
The International Symposium on Biomedical Imaging (ISBI) held a grand challenge to evaluate computational systems for the automated detection of metastatic breast cancer in whole slide images of sentinel lymph node biopsies.