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Mask2Former: Semantic, Panoptic, and Instance Segmentation with One Architecture

Sovit Ranjan RathSovit Ranjan Rath February 19, 2024February 19, 2024 6 Comments
Mask2Former Semantic Panoptic and Instance Segmentation with One Architecture

In this article, we explore Mask2Former for universal image segmentation, tackling tasks like semantic, instance, and panoptic segmentation. ...

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Getting Started with Grammar Correction using Hugging Face Transformers

Sovit Ranjan RathSovit Ranjan Rath February 12, 2024February 12, 2024 0 Comment
Getting Started with Grammar Correction using Hugging Face Transformers

In this article, we train the T5 Transformer model for Grammar Correction on the FCE dataset. ...

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RT-DETR: Paper Explanation and Inference

Sovit Ranjan RathSovit Ranjan Rath February 5, 2024February 5, 2024 6 Comments
RT-DETR Paper Explanation and Inference

In this article, we cover the RT-DETR model architecture and performance comparison with other models along with inference on images and videos using the PyTorch framework. ...

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Cotton Disease Classification Using Vision Transformer and Visualizing Attention Maps

Sovit Ranjan RathSovit Ranjan Rath January 29, 2024January 29, 2024 4 Comments
Cotton Disease Classification Using Vision Transformer and Visualizing Attention Maps

In this article, we use Vision Transformer for Cotton Disease Classification and visualize the attention maps for the same. ...

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Spelling Correction using Hugging Face Transformers

Sovit Ranjan RathSovit Ranjan Rath January 22, 2024January 22, 2024 4 Comments
Spelling Correction using Hugging Face Transformers

In this article, we carry out spelling correction by training a T5 Transformer model from Hugging Face. ...

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