Data Science
How to Install and Utilize YOLOv5 for Object Detection

How to Install and Utilize YOLOv5 for Object Detection

In the world of computer vision, the YOLOv5 (You Only Look Once version 5) is a powerful tool designed to detect objects in images and videos with impressive speed and accuracy. This blog will guide you through the installation and usage of YOLOv5, ensuring you're...

How to Set Up a Low-Cost Motion Capture System for Drones

How to Set Up a Low-Cost Motion Capture System for Drones

Welcome to this step-by-step guide on building a general-purpose motion capture system for drones! This project assists in autonomously flying multiple drones indoors with ease. Buckle up as we navigate through the setup, dependencies, and troubleshooting tips for...

Create a Slack Account for Your Python Projects

Create a Slack Account for Your Python Projects

Are you ready to embark on a journey of collaborative programming and data analysis? Creating a Slack account is your first step to connect with peers, get support, and enhance your coding projects. In this blog, we’ll guide you through the process of setting up your...

How to Set Up and Use VATIC: Your Guide to Video Annotation

How to Set Up and Use VATIC: Your Guide to Video Annotation

Video annotation is essential for many computer vision projects, but it can be a daunting task if you don't have the right tools. Thankfully, VATIC (Video Annotation Tool for Interactive Crowdsourced annotation) is an excellent option. Let’s explore how to install and...

Animating Non-Rigid Neural Implicit Shapes with SNARF

Animating Non-Rigid Neural Implicit Shapes with SNARF

Welcome to the exciting world of computer vision and animation! Today, we will explore how to use the innovative forward skinning technique proposed in the paper SNARF: Differentiable Forward Skinning for Animating Non-Rigid Neural Implicit Shapes. This approach...

Strip Pooling: Rethinking Spatial Pooling for Scene Parsing

Welcome to our guide on implementing Strip Pooling using the PyTorch framework! This innovative approach, as outlined in our CVPR 2020 paper, simplifies the spatial pooling technique used for scene parsing, making it more efficient and user-friendly. Understanding...