Maitreya VenkataswamyinTemporally Aware Deep Learning for Video Frame Classification2D and 3D Convolutional Networks Applied to Video DataAuthors: Maitreya Venkataswamy, Nathaniel Lanier, Adrian Lam5 min read·Apr 11, 2021----
Maitreya VenkataswamyinTemporally Aware Deep Learning for Video Frame ClassificationProblem Description and Exploratory Data AnalysisAuthors: Maitreya Venkataswamy, Adrian Lam, Nathaniel Lanier4 min read·Apr 5, 2021----
Maitreya VenkataswamyinDATA2040 Spring 20201 Midterm Project Team LVLFinal Implementation with Test-Time EnsemblingOur final model and executive overview of the entire project.10 min read·Mar 21, 2021----
Maitreya VenkataswamyinDATA2040 Spring 20201 Midterm Project Team LVLData Augmentation and Preliminary Model TrainingBuilding a Data Augmentation Pipeline6 min read·Mar 15, 2021----
Maitreya VenkataswamyinDATA2040 Spring 20201 Midterm Project Team LVLExploratory Data Analysis and Baseline ModelAuthors: Maitreya Venkataswamy,6 min read·Feb 22, 2021----
Maitreya VenkataswamyRobot Localization and the Particle FilterAn exploration of the Bayes Filter and the Particle Filter, using a simulated 2D mobile robot.12 min read·Nov 19, 2020----