Modern Computer Vision & Deep Learning with Python & PyTorch

Computer Vision with Python using Deep Learning for Classification, Instance and Semantic Segmentation, Object Detection What you'll learn: Learn Computer Vision and Deep Learning with Real-world Applications in PythonComputer Vision for Single and Multi-label Classification with Python and PytorchComputer Vision for Image Semantic Segmentation with Python and PytorchComputer Vision for Image Instance Segmentation with Python and PytorchComputer Vision for Object Detection & Tracking with Python and PytorchLearn Deep Convolutional Neural Networks (CNN) for Computer VisionGoogle Colab with GPU for Writing Python and Pytorch CodeLearn Data Augmentation with Different Image TransformationsCustom Datasets for Image Classification, Image Segmentation and Object DetectionHyperparameters Optimization of Deep Learning Models to Improve PerformanceLearn Performance Metrics (Accuracy, IOU, Precision, Recall, Fscore)Transfer Learning with Pretrained Models of Deep Learning in PytorchTrain Image Segmentation, Classification and Object Detection Models on Custom DatasetsEvaluate and Deploy Image Segmentation, Image Classification and Object Detection ModelsObject Detection using Detectron2 Models Introduced by Facebook Artificial Intelligence Research (FAIR) GroupPerform Object Detection using RCNN, Fast RCNN, Faster RCNN Models with Python and PytorchPerform Semantic Segmentation with UNet, PSPNet, DeepLab, PAN, and UNet++ Models with Pytoch and PythonPerform Instance Segmentation using Mask RCNN on Custom Dataset with Pytorch and PythonPerform Image Single and Multi-label Classification using Deep Learning Models (ResNet, AlexNet) with Pytorch and PythonVisualization of Results, Datasets, and Complete Python/Pytorch Code is Provided for Classification, Segmentation, and Object Detection Welcome to the course \"Modern Computer Vision & Deep Learning with Python & PyTorch\"! Imagine being able to teach computers to see just like humans. Computer Vision is a type of artificial in