Sample Cases

Fragile black boxes to trustworthy, context-aware AI. Squint Cognition

Welcome to the Squint Vision Studio resources, your guide to exploring, evaluating, and enhancing the reliability of AI models across diverse applications. This documentation is designed to help you understand how Squint bridges the gap between AI’s raw potential and real-world trust by making model behavior visible, explainable, and actionable. Explore step-by-step workflows, sample projects, and practical guides that showcase how you can use Squint Vision Studio across different industries.

CIFAR-10 Dataset

You will be guided through the process of setting up a project, importing the CIFAR-10 dataset and model...

Breast Cancer Dataset

This guide walks you through a complete workflow in Squint Vision Studio using the Breast Histopathology Images Dataset...

COCO Dataset

This guide walks you through a complete workflow in Squint Vision Studio using a custom 10-class subset of the COCO dataset...

MNIST Dataset

You will be guided through the process of setting up a project, importing the MNIST dataset and model...