Aug 1, 2022How to Train YOLO v5 Model to Detect Distracted DriversDistracted driving is any activity that diverts a driver’s attention while driving a motor vehicle. This includes activities such as texting, talking on the phone, drinking, doing makeup and hair, fiddling with the stereo and radio systems and talking to fellow passengers. Distracted driving is one of the leading causes…Computer Vision8 min readComputer Vision8 min read
Aug 19, 2021Impulse Data Warehousing and OLAP Solution Outperforms Google BigQuery by 3xA comprehensive benchmarking of Accure’s Impulse data warehousing and OLAP solution was performed and compared against the price-performance of Google BigQuery (GBQ). Impulse outperformed GBQ by 3x on an average in all queries executed on both the platforms against the same dataset (described below). …AI6 min readAI6 min read
Published in Geek Culture·Jun 21, 2021Accelerate Data Science, AI and Process Automation With MomentumMomentum is a suite of software platforms that enables data engineers, scientists and analysts to efficiently solve machine learning problems and automate business processes. Democratize AI Development Momentum enables end-to-end enterprise automation without any third-party dependency. A single platform with no coding, and a UI driven approach, builds complex automation…5 min read5 min read
Published in Towards Data Science·Mar 15, 2021Building A Realtime Pothole Detection System Using Machine Learning and Computer VisionPotholes are formed due to wear and tear and weathering of roads. They cause not only discomforts to citizens but also deaths due vehicle accidents. The US records more than 2000 fatal accidents per year due to potholes and bad road conditions. This article describes an approach of building a…Computer Vision5 min readComputer Vision5 min read
Jan 2, 2021Getting Started with Computer Vision with Machine LearningThis short article is an attempt to provide with a concise information on different tools and libraries you would need to get started with developing computer vision system or applications. This is not an exhaustive list of all libraries available in the market. The exact toolset will depend on your…Computer Vision3 min readComputer Vision3 min read
Published in Building Deep Autoencoder with Keras and TensorFlow·Aug 4, 2020Building Deep Autoencoders with Keras and TensorFlowIn this tutorial, we will explore how to build and train deep autoencoders using Keras and Tensorflow. The primary reason I decided to write this tutorial is that most of the tutorials out there, including the official Keras and TensorFlow ones, use the MNIST data for the training. …Deep Learning6 min readDeep Learning6 min read
