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Ashima Arora
Ashima Arora

20 Followers

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Published in Staple AI

·Nov 9, 2020

Instance segmentation using Mask-RCNN

A pragmatic guide to training a Mask-RCNN model on your custom dataset In the field of computer vision, image segmentation refers to classifying the object category and extracting the pixel-by-pixel mask of the objects from an image. …

Instance Segmentation

9 min read

Instance-segmentation using Mask-RCNN
Instance-segmentation using Mask-RCNN
Instance Segmentation

9 min read


Published in Staple AI

·Aug 12, 2020

Album organizer using face recognition with deep learning

If you ever wanted to organize your digital photo closet or find pictures of yourself or your friends in a heap of Gbs of data, you have come to the right place. In this blog, you will learn about how you can detect and filter pictures of your friends from…

Face Recognition

7 min read

Album organizer using face recognition with deep learning
Album organizer using face recognition with deep learning
Face Recognition

7 min read


Published in Analytics Vidhya

·Feb 24, 2020

Image classification with VGG convolutional neural network using Keras

Image classification and detection are some of the most important tasks in the field of computer vision and machine learning. In this blog, I train a machine learning model to classify different kinds of apparels using a VGG (Visual Geometry Group)-like convolutional neural network (Simonyan et al., 2014). This blog…

Computer Vision

8 min read

Image classification with VGG convolutional neural network using Keras for beginners
Image classification with VGG convolutional neural network using Keras for beginners
Computer Vision

8 min read

Ashima Arora

Ashima Arora

20 Followers

PhD in Physics, Data Science enthusiast

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