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October 27, 2022

AI-assisted image labeling using image similarity

Supervised machine learning is a subcategory of artificial intelligence, which uses labeled data to carry out machine learning tasks. In computer vision applications, labels on the […]
September 22, 2022

Seashell Identification | Conchology, Inc. collaboration with

Guest blog by Conchology, inc. The goal of AI is to help improve various aspects of industries where there is room to do so. This is […]
June 20, 2022

How to prepare data for machine learning and prevent model overfitting?

Machine learning is a complex field of artificial intelligence focused on automating analytical model building. The exponential growth of data volume opens up possibilities for advanced data analysis technique research in machine learning model development. Based on allowing models to learn from data, they require minimal human intervention proving their efficiency over human labor. 
April 13, 2022

Image similarity search using

Computer vision encompasses a broad range of artificial intelligence subfields that aim to train computers to see and interpret their surroundings the same way humans can. […]
January 23, 2022

Top 5 Image Annotation Tools and Their Use Cases

Image annotation is a process of classifying images and creating labels to describe objects within them. It is a crucial stepping stone in a supervised machine learning project because the quality of the initial data determines the quality of the final model. A mislabeled image could lead to the model getting trained incorrectly, consequently producing undesirable results. To develop a neural network model well, data scientists are collecting vast amounts of data that contains hundreds of images. Therefore, labeling all of them correctly is a tedious, resource-heavy and lengthy process. The more people are working on the same project annotating, the more confusing it can get. Images can get duplicated, mislabeled or not labeled at all. Therefore, having a good management system is a must. To make the image annotation process more efficient programmers have developed numerous data labeling tools that allow for quicker and more precise annotation. One of these powerful tools, called is being offered by us.
Top 5 Image Annotation Tools and Their Use Cases
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