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YOLOP for Object Detection and Segmentation

Sovit Ranjan RathSovit Ranjan Rath October 24, 2022October 24, 2022 6 Comments
YOLOP for Object Detection and Segmentation

In this blog post, we go through a practical guide to run object detection and segmentation inference using the YOLOP model. ...

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YOLOP for Panoptic Driving Perception

Sovit Ranjan RathSovit Ranjan Rath October 17, 2022October 17, 2022 2 Comments
YOLOP for Panoptic Driving Perception

In this blog post, we explore the YOLOP model for Panoptic driving perception and autonomous driving. ...

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Plant Disease Recognition using Deep Learning and PyTorch

Sovit Ranjan RathSovit Ranjan Rath October 10, 2022October 10, 2022 5 Comments
Plant Disease Recognition using Deep Learning and PyTorch

In this blog post, we fine tune a PyTorch ResNet34 model on a plant disease recognition dataset and also visualize class activation maps. ...

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Building ResNets from Scratch using PyTorch

Sovit Ranjan RathSovit Ranjan Rath October 3, 2022October 3, 2022 7 Comments
Building ResNets from Scratch using PyTorch

This blog post shows how to build Residual Neural Networks (ResNets) from scratch using PyTorch. ...

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Training ResNet18 from Scratch using PyTorch

Sovit Ranjan RathSovit Ranjan Rath September 26, 2022September 26, 2022 3 Comments
Training ResNet18 from Scratch using PyTorch

In this post, we are training a ResNet18 model on the CIFAR10 dataset after building it from scratch using PyTorch. ...

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