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
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...
How to Build High-Fidelity Digital Twins with Instant-angelo in 20 Minutes
Welcome to the exciting world of digital twins! With Instant-angelo, creating high-fidelity representations of real-world objects has never been easier. This guide will lead you through the process of building your own digital twin and troubleshoot common issues you...
How to Use IterMVS: A Guide to Efficient Multi-View Stereo
Welcome to the world of IterMVS! This innovative machine learning method, presented at CVPR 2022, promises high efficiency and competitive reconstruction quality for Multi-View Stereo (MVS). This guide will walk you through installation, reproducing results,...
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...
How to Get Started with the Clarifai API JavaScript Client
Welcome to the world of image and video recognition! With the Clarifai API, you can incorporate powerful AI capabilities into your applications effortlessly. This guide will walk you through the steps required to install and utilize the Clarifai API JavaScript Client....
Can Machines Read Like Analysts Do? Training a CNN to Predict Stock Trends!
The world of stock trading is intricate, relying on analysts to read and interpret price movements effectively. But what if machines could replicate this analytical ability? Yes, you heard it right! In this blog, we will explore how to use Convolutional Neural...
How to Implement Multi-Camera Person Re-Identification
Welcome to the future of person re-identification! This guide will walk you through the steps to implement a state-of-the-art model based on the Spatial-Temporal Re-identification (ST-ReID) paper. Together, let's dive into the impressive capabilities of this...
Enhance Low-Light Images with RetinexNet: A Step-by-Step Guide
Are you struggling with images caught in the shadowy realms of low-light conditions? Fear not! RetinexNet is here to rescue your visuals from the darkness. This blog will guide you through the process of utilizing RetinexNet for low-light image enhancement using...