Computer Vision
A technical program from neural network and CV foundations through CNN architecture and hands-on workshops for classification, object detection and segmentation, closing with an ethics module.
The Computer Vision Training is a comprehensive technical program that moves from neural network and computer vision foundations through CNN architecture into deep-learning-based vision applications and ethical awareness. It compares conventional CV with deep-learning-based CV, then covers the math of images, convolution fundamentals and CNN architecture. Performance metrics, model evaluation, model improvement and transfer learning deepen the performance discussion. Classification, object detection and segmentation problems are addressed both in theory and through hands-on workshops. The program closes with a project management section and an ethical and legal awareness module.
- Neural Network Fundamentals
- Computer Vision Fundamentals
- Conventional CV vs. Deep Learning-Based CV
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