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I need a solution to detect the presence of solar panels on existing roofs using satellite images. The primary analysis required is basic presence detection. I also need the addresses of each building to be able to send them mail regarding their solar panels. Requirements: - Detect solar panels using satellite imagery - Provide analysis on the presence of solar panels Ideal Skills and Experience: - Experience with image analysis and machine learning - Proficiency in handling and analyzing satellite images, especially in formats like GeoTIFF - Familiarity with GIS software would be an advantage Please provide guidance on the satellite images required for this task. Pilot project starting in community of Tuscany in Calgary, Alberta, Canada. There are about 6,500 buildings. We want to st...

Necesito ayuda para desarrollar y optimizar un modelo de detección y segmentación en tiempo real basado en YOLO11n que procese videos de ultrasonido de resolución media. El foco principal es localizar con alta precisión la aguja, aunque también deben marcarse venas y arterias para dar contexto al operador. Alcance del trabajo • Entrenamiento y ajuste fino del modelo YOLO11n con un dataset de ultrasonido que aportaré. • Implementación de segmentación y tracking cuadro a cuadro para mostrar contornos superpuestos en vivo. • Optimización de velocidad de inferencia a nivel de GPU/CPU para mantener latencia mínima. • Entrega de código limpio en Python (PyTorch o framework equivalente), pesos ...

I’m scaling quickly as a freelancer and want to accelerate that momentum with a clear, data-driven social media marketing push. I need someone who can audit my current online presence, map out a platform-by-platform strategy, and then execute campaigns that keep my personal brand front-and-center for potential clients. Here’s what I’m after: • A concise review of my existing profiles to spot gaps and quick wins. • A 60-day content calendar that blends authority-building posts, client success snippets, and lead magnets. • Targeted ad sets (especially on LinkedIn and Instagram) with measurable conversion goals. • Weekly performance reports so I can see exactly how engagement and inquiries are tracking. When you apply, please share links or scre...