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Object Detection using PyTorch Faster RCNN ResNet50 FPN V2

Sovit Ranjan RathSovit Ranjan Rath November 7, 2022November 7, 2022 6 Comments
Object Detection using PyTorch Faster RCNN ResNet50 FPN V2

This blog post explores the new Faster RCNN ResNet50 FPN V2 model and carries out detection on images and videos. ...

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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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