Introduction To GANs
Бесплатное видеоруководство от Rajeev D. Ratan
Data Scientist, Computer Vision Expert & Electrical Engineer
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Deep Learning Computer Vision™ CNN, OpenCV, YOLO, SSD & GANs
2020 Update with TensorFlow 2.0 Support. Become a Pro at Deep Learning Computer Vision! Includes 20+ Real World Projects
14:01:07 видео по запросу • Обновлено Июнь 2020
Learn by completing 26 advanced computer vision projects including Emotion, Age & Gender Classification, London Underground Sign Detection, Monkey Breed, Flowers, Fruits , Simpsons Characters and many more!
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
How to use the Python library Keras to build complex Deep Learning Networks (using Tensorflow backend)
How to do Neural Style Transfer, DeepDream and use GANs to Age Faces up to 60+
How to create, label, annotate, train your own Image Datasets, perfect for University Projects and Startups
How to use OpenCV with a FREE Optional course with almost 4 hours of video
How to use CNNs like U-Net to perform Image Segmentation which is extremely useful in Medical Imaging application
How to use TensorFlow's Object Detection API and Create A Custom Object Detector in YOLO
Facial Recognition with VGGFace
Use Cloud GPUs on PaperSpace for 100X Speed Increase vs CPU
Build a Computer Vision API and Web App and host it on AWS using an EC2 Instance