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Export PyTorch Model to ONNX – Convert a Custom Detection Model to ONNX

Sovit Ranjan RathSovit Ranjan Rath July 3, 2023July 3, 2023 2 Comments
Export PyTorch Model to ONNX – Convert a Custom Detection Model to ONNX

In this article, we train a custom PyTorch RetinaNet model and export it to ONNX format. Further, we run inference using it on the CUDA device. ...

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UAV Small Object Detection using Deep Learning and PyTorch

Sovit Ranjan RathSovit Ranjan Rath June 26, 2023June 26, 2023 20 Comments
UAV Small Object Detection using Deep Learning and PyTorch

In this article, we use PyTorch Faster RCNN and fine-tune it for small object detection on UAV images. ...

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Workout Recognition using CNN and Deep Learning

Sovit Ranjan RathSovit Ranjan Rath June 19, 2023June 19, 2023 0 Comment
Workout Recognition using CNN and Deep Learning

This article fine-tunes a pretrained ResNet50 CNN model for workout recognition in images and videos. ...

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Human Action Recognition using 2D CNN with PyTorch

Sovit Ranjan RathSovit Ranjan Rath June 12, 2023June 12, 2023 0 Comment
Human Action Recognition using 2D CNN with PyTorch

Human Action Recognition using a 2D CNN, specifically, fine tuning a pretrained ResNet50 model on a dataset with 15 action classes. ...

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Using Custom Backbone for PyTorch SSD for Object Detection

Sovit Ranjan RathSovit Ranjan Rath June 5, 2023June 5, 2023 52 Comments
Using Custom Backbone for PyTorch SSD for Object Detection

In this article, we use a PyTorch SSD model with custom ResNet34 backbone and train it on a person detection dataset. ...

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