The Flow
The green Flow zones illustrate the steps necessary to train an object detection model and get its predictions. But you can go further with the yellow and red Flow zones!
EXPLORE!In this reusable example project, we create machine learning models to identify and locate objects images with Dataiku.
Explore This Sample Project
Image Scoring and Visualization
We use the Object Detection model to score images. We create new images with the corresponding bounding boxes and visualize them through a web app.
EXPLORE!
Model Evaluation
We compute standard performance metrics (AP, AP50, AP75) on an evaluation dataset.
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Custom Model Training
As an alternative to the code-free, fully visual model training features, we use code recipes to train a model with an external Python library.
EXPLORE!