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Image detection and classification using Vision Tranformers for the 2022 IP Paris & HEC Hackathon. Won the first Prize

Python 53.07% Jupyter Notebook 46.93%

hackathion-hi-paris's Introduction

Co2Work

This is the code our team provided for the Hi Paris 2022 Hackathon computer vision. We won the first place of the Capgemini prize an ranked 3rd in the Innovation category.

Winner Certificate => Saban_Hi!PARIS_Certificate.pdf

The task was to detect and classify cars from a modified version oof the stanford car dataset. Therefore we chose to divided the task in two, using pretrained Microsoft Swin Vision Transformer for detection and fine tuning Facebook Research Resnext CNN for classification.

Please run the installationNotebook to have all the dependencies especially mmcv-full and the pth model

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