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# Product Detection & Classification Pipeline # Product Detection & Classification Pipeline
<table>
<tr>
<td align="center">
<img src="assets/Scene.jpeg" width="700"><br>
<b>Scene</b>
</td>
<td align="center">
<img src="assets/Scene - Product Detection.jpeg" width="700"><br>
<b>Product Detection - YOLOv8n</b>
</td>
<td align="center">
<img src="assets/Scene_frame000000.jpg" width="700"><br>
<b>Product Classification - EfficientNet B0</b>
</td>
</tr>
</table>
A two-stage computer vision pipeline that combines a fine-tuned **YOLOv8n** detector with a **EfficientNet** classifier to detect and identify products on retail shelves. A two-stage computer vision pipeline that combines a fine-tuned **YOLOv8n** detector with a **EfficientNet** classifier to detect and identify products on retail shelves.
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