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Welcome to the Focoos AI SDK#

Focoos AI provides a powerful development platform designed to help developers and businesses deploy high-performance, cost-efficient computer vision models. Whether you're processing images in the cloud, running inference on edge devices, or training custom models on your dataset, the Focoos AI SDK makes it seamless.

Why choose Focoos AI?#

  • 🔹 Blazing Fast Inference. Up to 10x faster than traditional methods.
  • 💰 Optimized Cost. Requires 4x less computation, reducing cloud and hardware expenses.
  • ⚡ Quick Deployment. Deploy and fine-tune models with minimal effort.

SDK Overview#

The Focoos Python SDK provides seamless access to our state-of-the-art computer vision models. With just a few lines of code, you can easily select, customize, test, and deploy pre-trained models tailored to your specific needs. Whether you're deploying in the cloud or on edge devices, the Focoos Python SDK integrates smoothly into your workflow, speeding up your development process.

Quickstart 🚀#

Ready to dive in? Get started with the setup in just a few simple steps!

Install the Focoos Python SDK (for more options, see setup)

uv pip install 'focoos @ git+https://github.com/FocoosAI/focoos.git'

pip install 'focoos @ git+https://github.com/FocoosAI/focoos.git'

pip install 'focoos @ git+https://github.com/FocoosAI/focoos.git'

⚙️ Customize the models to your specific needs by fine-tuning on your own dataset. 

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from focoos import Focoos
from focoos.ports import Hyperparameters

focoos = Focoos(api_key="<YOUR-API-KEY>")
model = focoos.new_model(name="awesome",
                         focoos_model="fai-rtdetr-m-obj365",
                         description="An awesome model")

res = model.train(
    dataset_ref="<YOUR-DATASET-ID>",
    hyperparameters=Hyperparameters(
        learning_rate=0.0001,
        batch_size=16,
        max_iters=1500,
    )
)

🚀 Use the model with just few lines of code.

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from focoos import Focoos
from PIL import Image
# Initialize the Focoos client with your API key
focoos = Focoos(api_key="<YOUR-API-KEY>")

# Get the remote model from Focoos API
model = focoos.get_remote_model("<MODEL-REF>")

# Run inference on an image
detections, preview = model.infer(image_path, threshold=0.5, annotate=True)

# Output the detections
Image.fromarray(preview)

Our Models 🧠#

Focoos AI offers the best models in object detection, semantic and instance segmentation, and more is coming soon.

Using Focoos AI helps you save both time and money while delivering high-performance AI models 💪:

  • 10x Faster 🚀: our models are able to process images up to ten times faster than traditional methods.
  • 4x Cheaper 💰: our models require up to 4x less computational power, letting you save on hardware or cloud bill while ensuring high-quality results.
  • 90% Time Saved ⏱️: our platform accelerates computer vision model development and deployment, enabling faster model training, seamless integration, and optimized performance with minimal effort.

These are not empty promises, but the result of years of research and development by our team 🔬:

ADE-20k Semantic Segmentation
ADE-20k Semantic Segmentation Results
COCO Object Detection
COCO Object Detection Results

See the list of our models in the models section.

Start now!#

By choosing Focoos AI, you can save time, reduce costs, and achieve superior model performance, all while ensuring the privacy and efficiency of your deployments.

Reach out to us to ask for your API key and power your computer vision projects.

Otherwise Book A Demo now to access the platform and test by yourself Focoos AI in action.