Computer Vision | CloudxLab

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Computer Vision

Topic 1 - Foundations of Python

Instructor

Sandeep Giri

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Topic 2 - Project - Churn Emails Inbox with Python Project

Instructor

Abhinav Singh

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Topic 3 - Machine Learning Prerequisites

Instructor

Sandeep Giri

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Topic 4 - Pandas for Machine Learning

Instructor

Sandeep Giri

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Topic 5 - Open CV

Instructor

Praveen Pavithran

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Topic 6 - Image Stitching using OpenCV and Python (Creating Panorama Project) Project

Instructor

Vagdevi K

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Topic 7 - Introduction to Artificial Intelligence, Machine Learning and Deep Learning

Instructor

Sandeep Giri

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Topic 8 - Artificial Neural Networks

Instructor

Sandeep Giri

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Topic 9 - Project - Building Cat vs Non-Cat Image Classifier using NumPy Project

Instructor

Vagdevi K

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Topic 10 - Project - How to Build a Neural Network for Image Classification with TensorFlow Project

Instructor

Vagdevi K

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Topic 11 - Training Deep Neural Networks

Instructor

Sandeep Giri

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Topic 12 - Project - Training from Scratch vs Transfer Learning Project

Instructor

Vagdevi K

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Topic 13 - Custom Models and Training with TensorFlow

Instructor

Praveen Pavithran

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Topic 14 - Project - Working with Custom Loss Function Project

Instructor

Vagdevi K

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Topic 15 - Loading and Preprocessing Data with TensorFlow

Instructor

Praveen Pavithran

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Topic 16 - Convolutional Neural Networks

Instructor

Praveen Pavithran

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Topic 17 - Project - Building a CNN Classifier using TensorFlow 2 for MNIST Fashion Dataset Project

Instructor

Vagdevi K

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Topic 18 - Project - Image Classification with Pre-trained Keras models Project

Instructor

Vagdevi K

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Topic 19 - Project - How to Deploy an Image Classification Model using Flask Project

Instructor

Vagdevi K

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Topic 20 - Project - Introduction to Transfer Learning (Cat vs Non-cats Project) Project

Instructor

Vagdevi K

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Topic 21 - Project - Introduction to Neural Style Transfer using Deep Learning & TensorFlow 2 (Art Generation Project) Optional Project

Note - This topic does not contribute to course progress

Instructor

Vagdevi K

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Topic 22 - Project - Mask R-CNN with OpenCV for Object Detection Project

Instructor

Vagdevi K

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Topic 23 - References Optional

Note - This topic does not contribute to course progress

Instructor

Sandeep Giri

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Topic 24 - What's Next? Optional

Note - This topic does not contribute to course progress

Instructor

Rajtilak Bhattacharjee

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