Object Detection Algorithms
Machine Learning · Further Education · Computer Vision
This unit introduces the fundamental concepts of object detection algorithms, including region-based methods and convolutional neural networks. Students will gain a comprehensive understanding of how these algorithms enable computers to identify and locate objects within images.
Zum Üben gibt es 56 Aufgaben. Jede Antwort bekommt sofort eine Rückmeldung, kostenlos und ohne Anmeldung.
Das gehört dazu
- Sliding Window Approach
- Selective Search
- Region Proposal Networks
- Convolutional Architectures for Object Detection
- Feature Pyramid Networks
- Objectness Scores
- Non-Maximum Suppression
- Intersection over Union (IoU)
- Mean Average Precision (mAP)
Stichworte
- Object Detection
- Region-based Methods
- Convolutional Neural Networks
- Feature Extraction
- Object Localization
- Computer Vision
- Machine Learning