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FAQs — Answers to Common Questions

Can Mpowerr Help Us Build Custom AI Solutions Like HECMS?

Yes! We offer custom AI development, computer vision model training, and edge deployment services for a wide range of use cases—leveraging the same expertise behind HECMS.

Can I Retrain Mpowerr’s Open-Source Models with My Own Data?

Yes, you can. Each model ZIP file includes training arguments, configs, and setup scripts to help you retrain or fine-tune the model with your custom dataset.

Can HECMS Models Run on Edge Devices Like Raspberry Pi?

Yes! We provide multiple model sizes including YOLOv8n, YOLOv11n, and YOLOv12n — all optimized for edge performance. They run efficiently on devices like Raspberry Pi and Jetson Nano, with YOLOv11n being the recommended choice.

Does Mpowerr Provide AI Research & Development Services?

Yes, we do. Mpowerr actively engages in AI research, prototyping, proof-of-concept testing, and MVP development to explore and validate innovative ideas across various domains.

Can Mpowerr Build Detection APIs for Custom Object Requests?

Yes, we can. Mpowerr specializes in developing AI-powered detection APIs tailored to your specific objects or use cases — from wildlife species to industrial or agricultural items.