Computer Vision
YOLO (You Only Look Once)
YOLO is a real-time object detection algorithm that processes an entire image in a single pass, identifying and localizing multiple objects simultaneously with bounding boxes and confidence scores. Its speed makes it ideal for live video analysis: a factory in Tangier can detect defective products on a conveyor belt in real time, and a Moroccan traffic system can count vehicles and identify violations from live camera feeds.
→
LLMs & Models
Zero-Shot Learning
Zero-shot learning is a model's ability to perform a task it has never been explicitly trained on, with no examples provided in the prompt. The model relies purely on its pre-trained knowledge and generalization. For instance, you can ask an LLM to translate a Darija sentence to Japanese even if no Darija-Japanese translation pair existed in its training data. This flexibility is a hallmark of large language models and is expanding the range of tasks AI can handle without custom training.
→