Use Cases

Clone the Examples

The kolenaIO/kolena repository contains a number of example integrations to clone and run directly:

• Example: Regression ↗

  

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  Age Estimation using the Labeled Faces in the Wild (LFW) dataset

• Example: Keypoint Detection ↗

  

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  Facial Keypoint Detection using the 300 Faces in the Wild (300-W) dataset

• Example: Object Detection (2D) ↗

  

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  2D Object Detection using the COCO dataset

• Example: Object Detection (3D) ↗

  

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  3D Object Detection using the KITTI dataset

• Example: Object Detection in Video ↗

  

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  Crossing Pedestrian Detection using the Joint Attention in Autonomous Driving (JAAD) dataset

• Example: Binary Classification ↗

  

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  Binary Classification of class "Dog" using the Dogs vs. Cats dataset

• Example: Multiclass Classification ↗

  

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  Multiclass Classification using the CIFAR-10 dataset

• Example: Instance Segmentation ↗

  

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  Instance Segmentation using the COCO dataset

• Example: Semantic Segmentation ↗

  

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  Semantic Segmentation on class Person using the COCO-Stuff 10K dataset

• Example: Face Recognition 1:1 ↗

  

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  End-to-end face recognition 1:1 using the Labeled Faces in the Wild (LFW) dataset.