Glosarium AI
Kamus lengkap Kecerdasan Buatan
Grid Cell
Division of the input image into a grid of cells where each cell is responsible for detecting objects whose center falls within that region.
Darknet
Open-source deep learning framework implemented in C and CUDA, specifically designed for fast training of YOLO neural networks.
Objectness Score
Probability that a bounding box contains an object, regardless of its specific class, used to filter irrelevant detections.
Real-Time Detection
Ability of a detection system to process images and produce results at a speed comparable to or higher than the video acquisition rate (typically >30 FPS).
Neck Network
Intermediate module that processes and combines features extracted by the backbone to generate representations suitable for multi-scale detection.
Class Probability
Probability score for each possible object class, indicating the model's confidence that a detected object belongs to that specific category.
YOLOv5
Improved version of the YOLO architecture implemented in PyTorch, introducing performance optimizations and a modular architecture for flexible deployment.