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An Introduction to PyTorch Visualization Utilities

Sovit Ranjan RathSovit Ranjan Rath May 9, 2022May 9, 2022 0 Comments
An Introduction to PyTorch Visualization Utilities

In this post, we explore how to use PyTorch visualization utilities for drawing and annotating on images. ...

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Simple Facial Keypoint Detection using TensorFlow and Keras

Sovit Ranjan RathSovit Ranjan Rath May 2, 2022May 2, 2022 0 Comments
Simple Facial Keypoint Detection using TensorFlow and Keras

In this post, we explore the creation of a simple facial keypoint detection pipeline using TensorFlow and Keras. ...

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Traffic Sign Detection using PyTorch Faster RCNN with Custom Backbone

Sovit Ranjan RathSovit Ranjan Rath April 25, 2022April 25, 2022 0 Comment
Traffic Sign Detection using PyTorch Faster RCNN with Custom Backbone

In this post, we train the PyTorch Faster RCNN object detection model with custom backbone on the GTSDB dataset. ...

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Traffic Sign Recognition using Custom Image Classification Model in PyTorch

Sovit Ranjan RathSovit Ranjan Rath April 18, 2022April 18, 2022 0 Comments
Traffic Sign Recognition using Custom Image Classification Model in PyTorch

This post shows how to train a custom neural network model on the traffic sign recognition dataset using PyTorch. ...

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Using Any Torchvision Pretrained Model as Backbone for PyTorch Faster RCNN

Sovit Ranjan RathSovit Ranjan Rath April 11, 2022April 11, 2022 2 Comments
Using Any Torchvision Pretrained Model as Backbone for PyTorch Faster RCNN

In this post, we explore how to use any Torchvision pretrained model as a backbone for PyTorch Faster RCNN. Add backbones like SqueezeNets and ResNets to Faster RCNN. ...

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