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Training a Custom PyTorch Classifier on Medical MNIST Dataset

Sovit Ranjan RathSovit Ranjan Rath February 28, 2022February 28, 2022 2 Comments
Training a Custom PyTorch Classifier on Medical MNIST Dataset

This post explores the training and evaluation of a custom convolutional neural network model on the Medical MNIST dataset. ...

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Wide Residual Neural Networks – WRNs: Paper Explanation

Sovit Ranjan RathSovit Ranjan Rath February 21, 2022February 21, 2022 0 Comments
Wide Residual Neural Networks

In this post, we go through the Wide Residual Neural Networks paper. We go through the theory, architecture, experiments, and results of the Wide ResNets. ...

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Rice Leaf Disease Recognition using Deep Learning

Sovit Ranjan RathSovit Ranjan Rath February 14, 2022February 14, 2022 3 Comments
Rice Leaf Disease Recognition using Deep Learning

In this post, we train a PyTorch MobileNetV3 large model for Rice Leaf Disease Classification using Deep Learning ...

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Template Matching with OpenCV

Sovit Ranjan RathSovit Ranjan Rath February 7, 2022February 7, 2022 0 Comment
Template Matching with OpenCV

In this post, explore how to carry out template matching using OpenCV with cv2.matchTemplate in images and videos. ...

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Faster Image Augmentation in TensorFlow using Keras Layers

Sovit Ranjan RathSovit Ranjan Rath January 31, 2022January 31, 2022 0 Comment
Faster Image Augmentation in TensorFlow using Keras Layers

In this post, we explore faster image augmentation using TensorFlow Keras layers on GPU. ...

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