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Performance comparison of YOLO, FasterRCNN and SSD for Object Detection (Person)

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AkshayLaddha943/PersonDetection-RCNN-YOLO_COCODataset

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PersonDetection-RCNN-YOLO_COCODataset

This repository contains an inferencing of pretrained object detectors (YOLOv5, SSD and Faster RCNN) for Person Detection on COCO Dataset

Pre-requisites

The project was performed with the following tools

Dataset

Download the COCO dataset - (https://www.kaggle.com/datasets/awsaf49/coco-2017-dataset)

Results

Run the inference.py file using a pretrained model given from model.py

YOLOv5

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Performance comparison of YOLO, FasterRCNN and SSD for Object Detection (Person)

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