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Traffic Sign Detection using PyTorch and Pretrained Faster RCNN Model

Sovit Ranjan RathSovit Ranjan Rath April 4, 2022April 4, 2022 66 Comments
Traffic Sign Detection using PyTorch and Pretrained Faster RCNN Model

This post explains a custom object detection pipeline to train a PyTorch Faster RCNN model on traffic sign images. ...

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Traffic Sign Recognition using PyTorch and Deep Learning

Sovit Ranjan RathSovit Ranjan Rath March 28, 2022March 28, 2022 5 Comments
Traffic Sign Recognition using PyTorch and Deep Learning

In this post, we carry out traffic sign recognition using PyTorch and Deep Learning with the MobileNetV3 Large Neural Network model. ...

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Train a Deep Neural Network to Recognize Real and Fake Human Faces

Sovit Ranjan RathSovit Ranjan Rath March 21, 2022March 21, 2022 0 Comment
Train a Deep Neural Network to Recognize Real and Fake Human Faces

In this post, we train a MobileNetV3 neural network model to recognize real and fake human faces. ...

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Pneumothorax Binary Classification with PyTorch using Oversampling

Sovit Ranjan RathSovit Ranjan Rath March 14, 2022March 14, 2022 0 Comment
Pneumothorax Binary Classification with PyTorch using Oversampling

In this post, we cover Pneumothorax binary classification using PyTorch with oversampling of the negative class for correcting data imbalance. ...

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Pneumothorax Binary Classification using PyTorch Model Pretrained on Medical MNIST Dataset

Sovit Ranjan RathSovit Ranjan Rath March 7, 2022March 7, 2022 0 Comments
Pneumothorax Binary Classification using PyTorch Model Pretrained on Medical MNIST Dataset

In this post, we try to classify images from the Pneumothorax binary classification dataset using a pretrained PyTorch model. ...

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