Posts by Collection

Design.AI - Ensuring brand consistency

While at Design.AI, I was one of the core developers on making a multi platform AI backed tool to assist businesses in digitizing their brand guidelines and providing all designers instant evaluation on their designs with respect to the company’s brand guidelines. We also digitized Google’s Material Design 3 design system used by most freelancers. The plugin also offered suggestions for fixing violated guidelines, in addition to evaluating and fixing a few of the WCAG accessibility guidelines. Additionally, we provided a custom dashboard for managers to track team progress, improvement in efficiency, and business expenses saved. We further partnered with leading companies such as H&M and Kone to gain insights from their design teams on the Beta version of the tool.

Figma Creative Assistant

During my time at Aalto University, one of my main tasks was researching and developing a tool to assist UI designers explore color harmony. We used deep learning saliency models to extract colors from the focal points to build a palette around, which was extended using Monte Carlo Tree Search. The tool employed multiple assignment algorithms and heuristics in order to ensure light-dark variations, minimum contrast levels for accessibility, and a thorough user study. The tool was created as a plugin on the popular designing platform - Figma.

Marine Search and Rescue

Developing our own object detection models to aid in detecting, counting, and tracking people at sea during search and rescue missions. Further differentiation between floaters and rescue members can be made. Can extend this pronlem to tackle multi object tracking so even temporal data can be analyzed.

Lane Detection

Attempting to solve the issue of correctly identifying your current driving lane with a high level of confidence. The approach is to segment the current driving lane by using both deep learning and classical approaches and weigh the limitations of each method in order to assist with automated driving. Training and test data includes varieties of daytime, road curvatures, types of road markings, and surronding environment for robust learning

Modelling, Simulation, and Implementation of PID Controller on Quadrotors

Published in International Conference on Computer Communications and Informatics (ICCCI), 2021

Recommended citation: A. Iyer and H. O. Bansal, "Modelling, Simulation, and Implementation of PID Controller on Quadrotors," 2021 International Conference on Computer Communication and Informatics (ICCCI), Coimbatore, India, 2021, pp. 1-7, doi: 10.1109/ICCCI50826.2021.9402301.

Eformer: Edge Enhancement based Transformer for Medical Image Denoising

Published in International Conference on Computer Vision (ICCV), Workshop, 2021

Recommended citation: Luthra A*, Sulakhe H*, Mittal T*, Iyer A, Yadav S. Eformer: Edge Enhancement based Transformer for Medical Image Denoising. 2021. International Conference on Computer Vision, Workshop (2021). https://doi.org/10.48550/arXiv.2109.08044

CNN and LSTM based ensemble learning for human emotion recognition using EEG recordings

Published in Multimedia Tools and Applications Journal, 2023

Recommended citation: Iyer, A., Das, S.S., Teotia, R. et al. CNN and LSTM based ensemble learning for human emotion recognition using EEG recordings. Multimed Tools Appl 82, 4883–4896 (2023). https://doi.org/10.1007/s11042-022-12310-7

CoColor: Interactive Exploration of Color Designs

Published in ACM Conference on Intelligent User Interfaces (IUI), 2023

Recommended citation: Lena Hegemann, Niraj Ramesh Dayama, Abhishek Iyer, Erfan Farhadi, Ekaterina Marchenko, and Antti Oulasvirta. 2023. CoColor: Interactive Exploration of Color Designs. In Proceedings of the 28th International Conference on Intelligent User Interfaces (IUI '23). Association for Computing Machinery, New York, NY, USA, 106–127. https://doi.org/10.1145/3581641.3584089

Talk 1 on Relevant Topic in Your Field

Published: March 01, 2012

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Tutorial 1 on Relevant Topic in Your Field

Published: March 01, 2013

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Talk 2 on Relevant Topic in Your Field

Published: February 01, 2014

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Conference Proceeding talk 3 on Relevant Topic in Your Field

Published: March 01, 2014

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Teaching experience 1

Undergraduate course, University 1, Department, 2014

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Teaching experience 2

Workshop, University 1, Department, 2015

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