Author Archives: Jayita Bhattacharyya - Page 5

13 Nov

The Evolution of ImageNet for Deep Learning in Computer Vision

image-17560
image-17560

From 2010 ImageNet Large Scale Visual Recognition Challenge (ILSVRC) which is a global annual contest held where software programs(mostly these are Convnets) compete for image classification and detection of objects and scenes. The best algorithm with the least top 5 error rate is selected as the winner.

The post The Evolution of ImageNet for Deep Learning in Computer Vision appeared first on Analytics India Magazine.

11 Nov

Guide To MNIST Datasets For Fashion And Medical Applications

image-17497
image-17497

MNIST is the best to know for benchmark datasets in several deep learning applications. Taking a step forward many institutions and researchers have collaborated together to create MNIST like datasets with other kinds of data such as fashion, medical images, sign languages, skin cancers, colorectal cancer histology and skin cancer MNIST.

The post Guide To MNIST Datasets For Fashion And Medical Applications appeared first on Analytics India Magazine.

10 Nov

6 MNIST Image Datasets That Data Scientists Should Be Aware Of (With Python Implementation)

image-17475
image-17475

In today’s article, we’ll be talking about the very basic and primarily the most curated datasets used for deep learning in computer vision.To show the performance of these neural networks some basic preprocessed datasets were built, namely the MNIST and its variants such as KMNIST, QKMNIST, EMNIST, binarized MNIST and 3D MNIST.

The post 6 MNIST Image Datasets That Data Scientists Should Be Aware Of (With Python Implementation) appeared first on Analytics India Magazine.

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