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Getting Started with Single Shot Object Detection

Sovit Ranjan RathSovit Ranjan Rath January 23, 2023January 23, 2023 2 Comments
Getting Started with Single Shot Object Detection

This post acts as an entry point to the Single Shot Object Detection model (SSD) by discussing SSD300 and SSD512. ...

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Plant Disease Detection using the PlantDoc Dataset and PyTorch Faster RCNN

Sovit Ranjan RathSovit Ranjan Rath January 16, 2023January 16, 2023 45 Comments
Plant Disease Detection using the PlantDoc Dataset and PyTorch Faster RCNN

In this post, we train a PyTorch Faster RCNN ResNet50 FPN V2 model on the PlantDoc dataset for plant disease detection. ...

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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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