Google Colab
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Computer Vision
What is Machine Learning
Computers are able to see, hear and learn. Welcome to the Future.
Convolutional Neural Networks (CNN)
Convnets emulate the human brain’s natural visual perception mechanism by systematically learning features through multiple operational layers.
Deep CNNs (VGG16)
How deep is deep?
Instance Segmentation (Mask R-CNN)
It always seems impossible until it’s done
Image Annotation
Creating Datasets
Setup
μLIF Setup
Micro laser induced fluorescence employs fluorescent microscopes to improve spatial and thermal resolutions up to 0.1 – 0.3 μm and 0.01 K, respectively.
Pool Boiling Setup
Boiling is arguably Nature’s most effective thermal management mechanism that cools submersed matter through bubble-induced advective transport.