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Applying the Hugging Face Machine Learning Pipelines in Python

Solution: Multi-Task Computer Vision

Apply Hugging Face pipelines for image classification, object detection, and segmentation.

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In this solution, we tackle the challenge by applying Hugging Face pipelines to perform multiple computer vision tasks on sample urban images. The tasks include:

  • Image classification

  • Object detection

  • Segmentation

Each task is implemented using a pretrained model, ensuring accurate and production-ready results. The code is split by task to demonstrate modular usage of ...