مسرد مصطلحات الذكاء الاصطناعي والرؤية الحاسوبية

التعلم المعزز العميق

Explore how Deep Reinforcement Learning combines neural networks with reward-based logic. Learn to build DRL agents using [YOLO26](https://docs.ultralytics.com/models/yolo26/) for advanced perception.

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التزييف العميق

Explore how deepfakes use GANs and deep learning to create synthetic media. Learn about face swapping, ethics, and detection with [Ultralytics YOLO26](https://docs.ultralytics.com/models/yolo26/).

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تقدير العمق

Explore depth estimation in computer vision. Learn how [YOLO26](https://docs.ultralytics.com/models/yolo26/) and AI models calculate distance to power autonomous systems.

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رأس الكشف

Explore how the detection head predicts object locations and classes. Learn about anchor-free technology in YOLO26 and train models on the Ultralytics Platform.

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الخصوصية التفاضلية

Explore how [differential privacy](https://www.ultralytics.com/glossary/differential-privacy) protects sensitive data in ML. Learn about privacy budgets, noise injection, and securing [YOLO26](https://docs.ultralytics.com/models/yolo26/) workflows.

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نماذج الانتشار

Explore how diffusion models use generative AI to create high-fidelity data. Learn about denoising, synthetic data for [YOLO26](https://docs.ultralytics.com/models/yolo26/), and the [Ultralytics Platform](https://platform.ultralytics.com).

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تقليل الأبعاد

قم بتبسيط البيانات عالية الأبعاد باستخدام تقنيات تقليل الأبعاد. حسّن أداء نموذج تعلم الآلة والتصور والكفاءة اليوم!

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التدريب الموزع

Learn how distributed training scales AI by splitting workloads across GPUs. Explore data parallelism, use [YOLO26](https://docs.ultralytics.com/models/yolo26/) for faster results, and discover the [Ultralytics Platform](https://platform.ultralytics.com) for seamless model deployment.

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Docker

Explore how Docker enables reproducible AI workflows. Learn to containerize [YOLO26](https://docs.ultralytics.com/models/yolo26/) for seamless training and deployment.

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طبقة التسرب

Learn how to use a [dropout layer](https://www.ultralytics.com/glossary/dropout-layer) to prevent overfitting. Discover how to train [YOLO26](https://docs.ultralytics.com/models/yolo26/) for more robust AI models.

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الذكاء الاصطناعي الطرفي (Edge AI)

Explore Edge AI to enable low-latency, private, and real-time inference on local devices. Learn how to deploy [YOLO26](https://docs.ultralytics.com/models/yolo26/) to edge hardware for faster, more accurate object detection today.

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