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Machine Learning

Top 10 Open Image Datasets for Machine Learning Research

This article would succinctly describe the best ten image datasets used for certain fundamental computer vision problems such as classification, detection and segmentation.
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Machine Learning

Small-Object Detection: Traffic Light and Face Detection Using Deep Learning

Object detection has been one of the fundamental problems that computer vision is trying to solve. Deep learning approaches on datasets such as PASCAL VOC, MS COCO based on R-CNN, Fast R-CNN, YOLO and several other approaches have been the state-of-the-art in object detection.
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Machine Learning

Semantic Segmentation: Wiki, Applications, and Resources

In recent years, machine learning technology centered on deep learning has attracted attention. Self driving cars have inculcated deep learning processes that requires the algorithm to identify and learn from the images fed as raw data. Let’s look at how the need for semantic segmentation has evolved.
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Machine Learning

A Beginners Guide: What Is Deep learning/Deep Neural Network?

Deep learning is a type of machine learning that mimics the neuron of the neural networks present in the human brain. Computer Vision Deep learning models are trained on a set of images a.k.a training data, to solve a task.
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Machine Learning

Bounding Boxes for Object Detection and Classification

2D Bounding Boxes is perhaps the most ubiquitous annotation type one might encouter in computer vision. As the name suggests, the annotator is asked to draw a box over the objects of interest based on the requirements of the client.
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Machine Learning

What Is Human-In-The-Loop for Machine Learning

Computers are incredibly fast, accurate and stupid; humans are incredibly slow, inaccurate and brilliant; together they are powerful beyond imagination hence the concept human-in-the-Loop.
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Machine Learning

What’s the difference between Playment and Traditional Crowdsourcing

Most of the enterprise companies use the crowd to get work done. Infact, most Playment customers used Mechanical Turk. So how is Playment different?
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Machine Learning

The Top Artificial Intelligence Glossary of Terms (A-Z)

With so much research in AI and evolving applications, it can be difficult to keep track of all the confusing terms in artificial intelligence. In this post, I attempt to pen-down common terms and their definitions that crops up when discussing artificial intelligence. You can use this as a handy reference tool in 2017 and beyond.
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Machine Learning

List of Top AI, Data Science, and Machine Learning Resources

Today, we attempt at curating a list of AI resources like blogs and websites, worth reading or watching to know more about Artificial Intelligence and Machine Learning.
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