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Sairone

AI drone solutions for smart farming: weed control, crop monitoring, wildlife conservation, and real-time analytics.

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saiwa.ai/fraime

Fraime interface

Fraime

Online AI/ML services for crop monitoring, object detection, pose estimation, and image processing with easy API integration.

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Weed and Invasive Plants Control Wildlife Conservation Crop Yield Estimation Crop Health Monitoring

Featured Projects

Detection and Semantic Segmentation of European Water Chestnut Colonies in Drone Orthophotos

Drone-Based Detection of Water Chestnut Colonies

2026-01-01Development

In 2026, Saiwa continues its collaboration with Ducks Unlimited Canada (DUC) to advance drone-based monitoring of invasive aquatic vegetation. Building on previous phases focused on segmentation accuracy and geospatial localization, this phase introduces enhanced pixel-level semantic segmentation of European Water Chestnut (EWC) to enable detailed mapping of both individual plants and dense colonies across diverse aquatic environments.

bat

Computer vision–based bat monitoring solution

2025-11-10Development

This article introduces a computer vision–based bat monitoring solution developed by Saiwa in collaboration with Sam Watson Ecology. The system analyzes images and videos captured from residential and building environments to detect bats and their nests. The goal is to deliver one of the first commercial ecological monitoring solutions that is accurate, cost-effective, and easy to deploy for environmental agencies, researchers, and industry partners.

Water Soldier Detection

Multispectral Submersion Classification of Water Soldier in Drone Imagery

2026-01-01Development

In 2026, Saiwa continues its collaboration with Ducks Unlimited Canada (DUC) to further enhance drone-based monitoring of invasive aquatic vegetation. Building on last year’s high-accuracy RGB-based Water Soldier detection pipeline, this new phase focuses specifically on determining whether each detected plant is located above or below the water surface.

AI-Powered Phragmites Detection in Wetlands

Phragmites Detector – AI-Powered Invasive Species Monitoring in Wetlands

2024-01-11Development

Phragmites Detector is an AI-driven system that uses drone imagery and adaptive machine learning to identify and track invasive Phragmites in wetlands. Designed for conservation groups, it offers scalable, accurate, and user-friendly tools for early detection, monitoring, and ecological reporting.

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Boshra Rajaei

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Boshra Rajaei, PhD

An AI specialist with interests in image processing, image compression, compressed sensing, machine vision and machine learning.

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