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Image Classification and Object Detection without Code
Learn how to use the Dataiku deep learning capabilities for image classification and object detection
Curriculum90 min
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Image Classification
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Concept | Pre-trained image classification models
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Concept | Optimization of image classification models
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Fine-tune a pre-trained image classification model
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Interpret model metrics and explainability
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Classify new images with the model
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Object Detection
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Concept | Object detection
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Explore and prepare the data
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Fine-tune a pre-trained object detection model
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Interpret model metrics and explainability
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Test the object detection model
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Wrap-Up
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Course checkpoint | Image Classification & Object Detection without Code
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-
Course complete | Image Classification & Object Detection without Code
Curriculum90 min
-
Image Classification
-
Concept | Pre-trained image classification models
-
Concept | Optimization of image classification models
-
-
Fine-tune a pre-trained image classification model
-
Interpret model metrics and explainability
-
Classify new images with the model
-
Object Detection
-
Concept | Object detection
-
-
Explore and prepare the data
-
Fine-tune a pre-trained object detection model
-
Interpret model metrics and explainability
-
Test the object detection model
-
Wrap-Up
-
Course checkpoint | Image Classification & Object Detection without Code
-
-
Course complete | Image Classification & Object Detection without Code