Solution: Multi-Task Computer Vision
Explore multi-task computer vision by applying Hugging Face pipelines to urban images. Learn to classify images, detect objects with bounding boxes, and generate segmentation masks for pixel-level analysis. This lesson teaches modular pipeline usage with pretrained models, enabling practical experimentation and domain-specific adaptation in Python.
We'll cover the following...
We'll cover the following...
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 ...