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Bird Species Detection using Deep Learning and PyTorch

Sovit Ranjan RathSovit Ranjan Rath February 13, 2023February 13, 2023 11 Comments
Bird Species Detection using Deep Learning and PyTorch

In this article, we use the Faster RCNN MobileNetV3 Large FPN model for bird species detection spanning over 200 different classes of birds. ...

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Caltech UCSD Birds 200 Classification using Deep Learning with PyTorch

Sovit Ranjan RathSovit Ranjan Rath February 6, 2023February 6, 2023 0 Comments
Caltech UCSD Birds 200 Classification using Deep Learning with PyTorch

In this article, we train an EfficientNetB1 model on the Caltech UCSD Birds Classification dataset using the PyTorch Deep Learning framework ...

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Wheat Detection using Faster RCNN and PyTorch

Sovit Ranjan RathSovit Ranjan Rath January 30, 2023January 30, 2023 4 Comments
Wheat Detection using Faster RCNN and PyTorch

In this article, we train a Faster RCNN MobileNetV3 Large FPN model for wheat head detection in images and videos under various scenarios. ...

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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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