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object-classification

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Code and image database for IROS2022 paper "RECALL: Rehearsal-free Continual Learning for Object Classification". A algorithm to learn new object categories on the fly without forgetting the old ones and without the need to save previous images.

  • Updated Apr 17, 2024
  • Python

This repository contains a car detection and tracking software implemented using YOLOv8 for object recognition and classification, along with DeepSORT for tracking. The model is capable of detecting cars, buses, trucks, and trains in real-time video streams. This model combines state-of-the-art object detection and tracking techniques.

  • Updated Mar 6, 2024
  • Jupyter Notebook

Leverage YOLOv8, a cutting-edge real-time object detection system, to train custom datasets for efficient object detection in images and videos. Harness YOLOv8's speed and accuracy for seamless integration into diverse computer vision applications. Clone the repository, follow the README setup, and contribute to project enhancement.

  • Updated Jan 12, 2024
  • Jupyter Notebook

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