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PlantDoc Dataset for Plant Disease Recognition using PyTorch

Sovit Ranjan RathSovit Ranjan Rath January 9, 2023January 9, 2023 0 Comments
PlantDoc Dataset for Plant Disease Recognition using PyTorch

This post explores the training of EfficientNetB0, ResNet18, and ResNet50 on the PlantDoc dataset and how they compare with each other. ...

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PlantVillage Dataset Disease Recognition using PyTorch

Sovit Ranjan RathSovit Ranjan Rath January 2, 2023January 2, 2023 2 Comments
PlantVillage Dataset Disease Recognition using PyTorch

In this blog post, we train several deep learning models on the PlantVillage dataset for disease recognition using PyTorch. ...

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Inference Using YOLOPv2 PyTorch

Sovit Ranjan RathSovit Ranjan Rath December 26, 2022December 26, 2022 30 Comments
Inference Using YOLOPv2 PyTorch

In this tutorial, we use the YOLOPv2 panoptic driving perception model for traffic object detection, drivable area segmentation, and lane detection. ...

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YOLOPv2 for Better, Faster, Stronger Panoptic Driving Perception – Paper Explanation

Sovit Ranjan RathSovit Ranjan Rath December 19, 2022December 19, 2022 0 Comments
YOLOPv2 Paper Explanation

In this article, we explore the YOLOPv2 model for Panoptic Driving Perception. It carries out traffic object detection, drivable area segmentation, and lane detection using an end-to-end neural network. ...

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Apple Scab Detection using PyTorch Faster RCNN

Sovit Ranjan RathSovit Ranjan Rath December 12, 2022December 12, 2022 3 Comments
Apple Scab Detection using PyTorch Faster RCNN

This tutorial trains a Faster RCNN ResNet50 FPN V2 model for apple scab detection using the PyTorch deep learning framework. ...

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