Artificial Intelligence

Package Detection for Smart Home Systems

Overview

A producer and distributor of smart home systems wanted to differentiate their products with added-value AI features, such as package detection and recognition. These capabilities are integrated into the doorbell camera, helping users receive insights on package deliveries and retrievals. This feature also provides detailed information about events occurring on their property, adding value to the overall smart home system.

Objectives

Implement an algorithm for package detection
Develop a data gathering and preprocessing pipeline
Create datasets for object detection

Results

Delivered an object detection model for packages, people, vehicles, and animals, achieving 95% recall.
Developed cloud pipelines and toolboxes for the development of object detection models and future features.
Created multiple datasets for object detection, including synthetic data.
Cost-effective solutions designed to maximize the value of your data

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