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Train DETR on Custom Dataset

Sovit Ranjan RathSovit Ranjan Rath May 29, 2023May 29, 2023 2 Comments
Train DETR on Custom Dataset

In this article, we fine fine DETR (Detection Transformer) models on a custom aquarium dataset. After training, we also run inference on the test dataset and unseen videos. ...

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DETR for Object Detection

Sovit Ranjan RathSovit Ranjan Rath May 22, 2023May 22, 2023 10 Comments
DETR for Object Detection

In this article, we explore the DETR model for object detection. Along with a short discussion of the model architecture, we also carry out inference on videos. ...

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Train PyTorch RetinaNet on Custom Dataset

Sovit Ranjan RathSovit Ranjan Rath May 15, 2023May 15, 2023 29 Comments
Train PyTorch RetinaNet on Custom Dataset

In this article, we train the PyTorch RetinaNet model on a custom BCCD dataset. We go through the configuration of the RetinaNet model for custom training, train the model, and also carry out inference. ...

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Train SSD300 VGG16 Model from Torchvision on Custom Dataset

Sovit Ranjan RathSovit Ranjan Rath May 8, 2023May 8, 2023 61 Comments
Train SSD300 VGG16 Model from Torchvision on Custom Dataset

In this article, we go through the training of SSD300 VGG16 from Torchvision on a custom license plate detection dataset. ...

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Steel Surface Defect Detection using Object Detection

Sovit Ranjan RathSovit Ranjan Rath May 1, 2023May 1, 2023 2 Comments
Steel Surface Defect Detection using Object Detection

In this article, we train several Faster RCNN object detection models for to detect defects on the steel surface. ...

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