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Vision Transformer from Scratch – PyTorch Implementation

Sovit Ranjan RathSovit Ranjan Rath September 11, 2023September 11, 2023 23 Comments
Vision Transformer from Scratch – PyTorch Implementation

In this article, we implement the Vision Transformer model from scratch using PyTorch ...

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Fine Tuning Vision Transformer and Visualizing Attention Maps

Sovit Ranjan RathSovit Ranjan Rath September 4, 2023September 4, 2023 10 Comments
Fine Tuning Vision Transformer and Visualizing Attention Maps

In this article, we fine tune the Vision Transformer model on a custom image classification dataset and visualize the attention maps. ...

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Person Segmentation with EfficientNet Lite Based Segmentation Models

Sovit Ranjan RathSovit Ranjan Rath August 28, 2023August 28, 2023 0 Comments
Person Segmentation with EfficientNet Lite Based Segmentation Models

In this article, we build a semantic segmentation model with EfficientNet Lite encoder and train it on a person segmentation dataset. ...

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Traffic Sign Detection using DETR

Sovit Ranjan RathSovit Ranjan Rath August 21, 2023August 21, 2023 2 Comments
Traffic Sign Detection using DETR

In this article, we train DETR ResNet50 and DETR ResNet50 DC models for traffic sign detection using PyTorch. ...

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Lane Detection using Mask RCNN – An Instance Segmentation Approach

Sovit Ranjan RathSovit Ranjan Rath August 14, 2023August 14, 2023 0 Comment
Lane Detection using Mask RCNN – An Instance Segmentation Approach

This article explores the training process of PyTorch Mask RCNN model for real-time lane detection following an instance segmentation approach. ...

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