Deep Learning Computer Vision™ CNN, OpenCV, YOLO, SSD & GANs

By coupon March 05, 2019 Post a Comment

Use Python & Keras to do 24 Projects - Recognition of Emotions, Age, Gender, Object Detection, Segmentation, Face Aging+

Created by Rajeev Ratan

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What you'll learn

Learn by completing 18 advanced computer vision projects including Emotion, Age & Gender Classification, London Underground Sign Detection, Monkey Breed, Flowers, Fruits , Simpsons Characters and many more!
Learn Advanced Deep Learning Computer Vision Techniques such as Transfer Learning and using pre-trained models (VGG, MobileNet, InceptionV3, ResNet50) on ImageNet and re-create popular CNNs such as AlexNet, LeNet, VGG and U-Net.
Understand how Neural Networks, Convolutional Neural Networks, R-CNNs , SSDs, YOLO & GANs with my easy to follow explanations
Become familiar with other frameworks (PyTorch, Caffe, MXNET, CV APIs), Cloud GPUs and get an overview of the Computer Vision World
Learn how to use the Python library Keras to build complex Deep Learning Networks (using Tensorflow backend)
Learn how to do Neural Style Transfer, DeepDream and use GANs to Age Faces up to 60+
Learn how to create, label, annotate, train your own Image Datasets, perfect for University Projects and Startups
Learn how to use CNNs like U-Net to perform Image Segmentation which is extremely useful in Medical Imaging application
Learn how to use OpenCV with a FREE Optional course with almost 4 hours of video
Learn how to use TensorFlow's Object Detection API and Create A Custom Object Detector in YOLO

Requirements