Delphi (Object Pascal) in the Age of AI
18 days ago
- #Machine Learning
- #Neural Networks
- #Artificial Intelligence
- AI is revolutionizing various fields, including self-driving cars and medical diagnosis.
- Artificial Intelligence (AI) enables computers to perform tasks requiring human intelligence, such as understanding natural language and recognizing objects.
- Neural networks, modeled after the human brain, are used in pattern recognition and regression tasks.
- The CAI Neural API supports advanced neural network operations with OpenCL and hardware acceleration.
- Keras is a high-level neural network API that runs on TensorFlow, CNTK, or Theano, facilitating rapid experimentation.
- TensorFlow is an open-source library for high-performance numerical computation, widely used in machine learning and deep learning.
- TensorFlow Lite enables machine learning on mobile and IoT devices with low latency and small binary size.
- Deep learning involves neural networks with multiple layers to recognize patterns and make predictions from data.
- PyTorch is a Python-based library for deep learning, offering tensor computation and neural network training capabilities.
- AI applications in software development include automating tasks, improving performance, and enabling adaptive learning.
- IntelligenceLab is a commercial AI library supporting neural networks, data grouping, and computer vision tasks.
- Machine Learning can be integrated into Windows applications using tools like Python4Delphi (P4D) for faster development.
- DeepAI API provides predictive insights from data, offering services like image colorization and style transfer.
- Microsoft Cognitive Services include FaceAPI for detecting and analyzing faces in images with various attributes.