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Imagine if algorithms were building blocks
Well, now they are! Just pick the blocks and build. And, yes, they're all open source, you can modify and integrate them in your workflows.
300 SOTA algorithms in all areas of computer vision
Edge detection, image histogram, image thresholding, image denoising, image classification, object detection, semantic, instance and panoptic segmentation, pose estimation, text detection, text recognition, etc.
7 supported frameworks
OpenCV, Kornia, OpenMMlab, YOLO, Scikit, Detectron2, HuggingFace: we encapsulated their algorithms in modules with the same input / output format, making them interoperable whatever the source.
Ready to use and editable
We packaged the best open source algorithms to make them ready to use and editable with Ikomia API and STUDIO. Don't worry about installation bugs and dependencies issues any more.
The HUB is the source. Choose how you want to build your project:
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From research
to solution
We select the best state-of-the-art algorithms for all Computer Vision engineers and data scientists.
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Made for inference
and training
Test and train the latest deep learning algorithms with ease and chain them together in a workflow.
Plug annotated data with the dataset loaders
Whether it’s annotated with Roboflow, CVAT, or another software, load custom data with dataset loaders.
Join the community and start building
FAQ
Don’t see your question? Email team@ikomia.ai.
The HUB is the source of algorithms customized to be used in the API or STUDIO. Therefore there are no prerequisites.
Yes all Ikomia algorithms are open source, with each its licence chosen by the author.
The Ikomia HUB, API, and STUDIO are open source and free, and will always be!
Not at all. Just choose the algorithms that suit your needs in the API or STUDIO and they will download at once.
No it doesn’t, Ikomia is Computer Vision centric.
No need for documentation to use the HUB since it is the algorithm source for API and STUDIO.
Yes, all algorithms are open source so you can easily edit the code.
This is a work in progress, and you should be able to do so in a matter of months.
Use data annotated with Coco, Pascal voc, Via, Yolo, Cwfid, Wgisd and Wildreceipt.
These state-of-the-art algorithms have been standardized and packaged for the Ikomia API and STUDIO. That’s what enables them to be easily tested and trained with reusable code patterns and chained in the same workflow, regardless of their original framework. To use your tools, pick the original algorithms in their repos.
