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Machine Learning for Computer Vision
₹10,000.00
Course content
180h
Week 1-2: Introduction to Computer Vision and Machine Learning
Overview of computer vision and machine learning applications
Overview of computer vision and machine learning applications
Supervised, unsupervised, and semi-supervised learning
Supervised, unsupervised, and semi-supervised learning
Linear regression, logistic regression, and optimization techniques
Linear regression, logistic regression, and optimization techniques
Week 3-4: Image Classification and Object Detection
Week 5-6: Deep Learning for Computer Vision
Week 7-8: Transfer Learning and Fine-tuning
Week 9-10: Object Tracking and Segmentation
Week 11-12: Advanced Topics and Project Work
About Course
Machine learning is an important tool for computer vision applications. Computer vision involves the processing and analysis of visual data, such as images and videos, to understand and extract useful information. Machine learning algorithms can be used to automatically learn patterns and relationships in this visual data, which can then be used to classify, detect, or segment objects in the image or video.
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