Certificate in Neural Networks for Visual Recognition
-- ViewingNowThe Certificate in Neural Networks for Visual Recognition is a comprehensive course that equips learners with essential skills in neural networks and visual recognition. This program is crucial in today's technology-driven world, where visual recognition is a key component of many innovative solutions, from self-driving cars to facial recognition systems.
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โข Introduction to Neural Networks
โข Types of Neural Networks: Feedforward, Recurrent, and Convolutional Neural Networks
โข Basics of Visual Recognition
โข Image Processing and Pre-processing for Neural Networks
โข Convolutional Neural Network Architectures: LeNet, AlexNet, VGG, GoogLeNet, ResNet
โข Training and Fine-tuning Deep Neural Networks
โข Object Detection and Semantic Segmentation
โข Transfer Learning and Domain Adaptation
โข Applications of Neural Networks in Visual Recognition: Self-driving Cars, Facial Recognition, Medical Imaging, Surveillance
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