embrace frugality

Focoos AI’s Anyma-powered models are optimized for real-time performance, enabling ultra-fast inference even in resource-constrained environments. This allows for rapid decision-making in time-critical applications, helping businesses boost operational efficiency and stay competitive in high-speed industries.

Focoos provides a range of high-performance models, including object detection, semantic segmentation, and instance segmentation. You can use them out of the box, fine-tune them on your own data, or integrate your custom models using the Focoos Library. The model catalog includes both standard models and Pro models, which are proprietary, highly optimized, and available with the Premium Plan.

Both Standard and Pro models are built using Focoos’ proprietary Anyma technology, ensuring high efficiency and fast deployment. Standard models are open-source, pre-trained, and ready to use or fine-tune on your own data. Pro models, available with the Premium Plan, are further optimized for specific hardware and low-power environments. They offer faster inference, lower memory usage, and are ideal for real-time, embedded, and edge applications.

Focoos AI’s computer vision models, both standard and Pro, are optimized for efficiency, requiring minimal computational resources. This reduces energy consumption, extends hardware lifespan, and minimizes environmental impact. By helping businesses do more with less, Focoos contributes to lower carbon footprints and supports long-term sustainability goals.

Absolutely. Focoos AI is built to run efficiently across a wide range of hardware, from high-performance servers to edge and embedded devices, without requiring costly upgrades. Our models are optimized for low-power, resource-constrained environments, delivering real-time performance even on limited hardware. This allows businesses to meet demanding requirements with affordable infrastructure, supporting both short-term deployment and long-term cost-effective planning.

Yes. All Focoos models are ready to use out of the box. You can upload an image or video and run inference directly from the platform or through the Focoos Library, no training required. If needed, you can fine-tune the models on your own data using the built-in training tools.

Yes. The Focoos Library is built for flexibility and modularity. You can define your own training pipeline and easily integrate custom components such as losses, metrics, or model architectures. This allows you to experiment freely.

The Focoos Library connects your local environment with the Focoos platform. It lets you manage Focoos models, run inference remotely, collaborate with your team, and monitor performance, all directly from your code. It connects to your platform workspace by default, syncing training runs and model artifacts with the platform. You can enable real-time experiment tracking by setting sync_to_hub=True during training, allowing you to monitor progress and access results directly from the web interface—even when working locally. For full details, check the documentation.

Yes, the Focoos Library is open-source and free. You can use it to train and test models locally, integrate it into your workflows, and sync with the Focoos platform. While advanced platform features and access to Pro Models require a Premium Plan, the core library is fully accessible to everyone.

You can contribute by sharing your custom models, writing tutorials, reporting bugs, or suggesting improvements. If you’re working with the Focoos Library, you’re welcome to open issues or submit pull requests on GitHub. We also encourage sharing use cases and feedback. Your input helps us improve the ecosystem for everyone.