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Experiment Logging with TensorBoard and wandb

October 11, 2020 By Leave a Comment

front image

When approaching a problem using Machine Learning or Deep Learning, researchers often face a necessity of model tuning because the chosen method usually depends on various hyperparameters and used ...

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Filed Under: Deep Learning, Machine Learning, Object Detection, PyTorch, Tools, Tutorial

Image Matting with state-of-the-art Method “F, B, Alpha Matting”

September 28, 2020 By Leave a Comment

The foreground is the part of a view or picture, that is nearest to you when you look at it (Oxford dictionary). We, humans, are usually good at distinguishing foreground objects on images from the ...

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Filed Under: Deep Learning, Machine Learning, PyTorch, Segmentation, Tutorial

Training a Custom Object Detector with DLIB & Making Gesture Controlled Applications

September 7, 2020 By Leave a Comment

Detection with Dlib

In this article, you will learn how to build python-based gesture-controlled applications using AI. We will guide you all the way with step-by-step instructions. I'm sure you will have loads of fun ...

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Filed Under: Application, Image Processing, Object Detection, Tutorial

How To Run Inference Using TensorRT C++ API

August 24, 2020 By Leave a Comment

In this post, we continue to consider how to speed up inference quickly and painlessly if we already have a trained model in PyTorch. In the previous post We discussed what ONNX and TensorRT are ...

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Filed Under: Deep Learning, OpenCV 4, PyTorch, Tutorial

TensorBoard with PyTorch Lightning

August 10, 2020 By Leave a Comment

A picture is worth a thousand words! As computer vision and machine learning experts, we could not agree more. Human intuition is the most powerful way of making sense out of random chaos, ...

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Filed Under: Deep Learning, how-to, Image Classification, Machine Learning, PyTorch, Tutorial

Otsu’s Thresholding with OpenCV

August 5, 2020 By Leave a Comment

In this post, we will examine Otsu's method for automatic image thresholding. What is Image Thresholding? Image thresholding is used to binarize the image based on pixel intensities. The ...

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Filed Under: Feature Detection, OpenCV 4, Segmentation, Tutorial

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GETTING STARTED

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