If you have made the decision to start experimenting with Ikomia STUDIO, you've come to the right place. For those of you who want to experiment on your own, this is a no-code tool, so simply follow the in-app help and enjoy the experience!
Within our team, we use the STUDIO daily to test, chain, and train Computer Vision algorithms using the drag and drop system.
What is Ikomia STUDIO?
Ikomia STUDIO is an intuitive no-code interface designed for building Computer Vision (i.e. visual AI applications) using a straightforward drag & drop system.
It is linked to approximately 300 user-friendly state-of-the-art (SOTA) algorithms. With its ever-expanding library, Ikomia addresses a wide range of Computer Vision tasks, such as image classification, object detection and segmentation, pose estimation, text detection and recognition, and generative algorithms.
And as an added bonus, you can harness the power of CUDA acceleration to significantly enhance computational speeds.
Ikomia STUDIO enables you to easily apply algorithms to your data.
With just one click, you can construct workflows, incorporate algorithms from diverse sources, adjust your models, and immediately observe the outcomes on your images or videos.
At installation Ikomia studio integrates 140 ready-to-use algorithms (ocv_*). They are all categorized according to openCV’s categories for a seamless use. If you are eager to test Canny, Sobel or Clahe, they’re all available!
Expanding your algorithm library
This is where the magic begins: choose the algorithms tailored to your needs from the Open Source Ikomia HUB.
We've carefully selected and tested approximately 300 algorithms and 1500 models for you. And the best part? Our dedicated team is continually expanding this repository every week.
You'll find SOTA algorithms from renowned sources such as OpenCV, Ultralytics, OpenMMlab, HuggingFace, and more.
We're always excited to see what you create. Feel free to share your productions with us via email at email@example.com and let us know if you'd like feedback or if you'd like to share it with the community (or both!).
If you want to learn how to train well-known Deep Learning models on your data using Ikomia, you should definitely read this STUDIO use case. It covers everything you need to know about classification, object detection, semantic segmentation, and even integration with MLflow.
Ikomia is the open-source Computer Vision toolset. With its code patterns and streamlined processes, the solution enables engineers and data scientists to simplify and accelerate their testing and prototyping workflows.