Computer Vision
OpenCV - Computer Vision I with Python
Duration: 10 weeks, pass rate of 96%
Topics:
Basic Image Operations
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Binary Image Processing
Image Enhancement and Filtering
Geometric Transformations on Image Features
Image Recognition
Video Analysis
Advanced Image Processing and Computational Photography
OpenCV - Computer Vision II with Python
Duration: 11 weeks, pass rate of 94%
Topics:
Facial Landmark Detection
Applications of Facial Landmarks
Face Recognition
Neural Networks
Leveraging pre-trained models
Object Detection
Train a custom object detector using YOLO
Text Detection & Recognition
Deployment on Cloud
OpenCV - Deep Learning with PyTorch
Duration: 10 weeks, pass rate of 97%
Topics:
Neural Networks
Convolutional Neural Networks
Practial considerations for training\\Deep Neural Networks
Best Practices in Deep Learning
Object Detection
Single Stage Object Detector
Segmentation
Pose Estimation
Azure Deployment and Cognitive Services
LibTorch