Machine Learning & Deep Learning for image and video data

Duration: 16 hours (2 hours per session)
Mode: Instructor led online course
Course Language: English
Course Fee: 300€ (add VAT at the current legal rate)        Special Offer Now Available with 20% discount.
Prerequisites: Basic knowledge of Python and mathematics

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This course handles both theoretical and programming and it designed to give you a solid foundation in the most useful aspects of Image Processing and application of Artificial Intelligence and Machine Learning in imaging field. Gain hands-on learning in identifying, defining, designing, implementing and monitoring DataScience & AI projects on image and video data.

Course Content

• Components, Processes, Tools, Applications, Challenges
• Image filtering
• Edge detections
• colour conversion
• Histogram
• Opencv
• Pillow
• TensorFlow
• Keras
• Matplotlib
• scikit
• Will discuss on different publicly available dataset for different ML based image task
• Image classification
• Image segmentation
• Object detection
• Convolutional Neural Network (CNN) on images
• CNN model optimization
• CNN Hyperparameters
• Image classification project
• Video processing