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YOLOP ONNX Inference on CPU

Sovit Ranjan RathSovit Ranjan Rath October 31, 2022October 31, 2022 3 Comments
YOLOP ONNX Inference on CPU

In this blog post, we test the YOLOP ONNX models at different resolutions for traffic object detection and drivable area segmentation. ...

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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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