Search Results for author: Md Nafee Al Islam

Found 4 papers, 0 papers with code

RESAM: Requirements Elicitation and Specification for Deep-Learning Anomaly Models with Applications to UAV Flight Controllers

no code implementations18 Jul 2022 Md Nafee Al Islam, Yihong Ma, Pedro Alarcon Granadeno, Nitesh Chawla, Jane Cleland-Huang

While formal product documentation often provides example data plots with diagnostic suggestions, the sheer diversity of attributes, critical thresholds, and data interactions can be overwhelming to non-experts who subsequently seek help from discussion forums to interpret their data logs.

Anomaly Detection Time Series +1

Adaptive Autonomy in Human-on-the-Loop Vision-Based Robotics Systems

no code implementations28 Mar 2021 Sophia Abraham, Zachariah Carmichael, Sreya Banerjee, Rosaura VidalMata, Ankit Agrawal, Md Nafee Al Islam, Walter Scheirer, Jane Cleland-Huang

Computer vision approaches are widely used by autonomous robotic systems to sense the world around them and to guide their decision making as they perform diverse tasks such as collision avoidance, search and rescue, and object manipulation.

Collision Avoidance Decision Making

A CNN-based approach to classify cricket bowlers based on their bowling actions

no code implementations3 Sep 2019 Md Nafee Al Islam, Tanzil Bin Hassan, Siamul Karim Khan

In this paper, we have proposed a CNN model to identify eighteen different cricket bowlers based on their bowling actions using transfer learning.

Game of Cricket Transfer Learning

HishabNet: Detection, Localization and Calculation of Handwritten Bengali Mathematical Expressions

no code implementations2 Sep 2019 Md Nafee Al Islam, Siamul Karim Khan

For training and evaluating the model, we have engineered a new dataset 'Hishab' which is the first Bengali handwritten digits dataset intended for object detection.

Object object-detection +1

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