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---
language:
- en
tags:
- pytorch
- yolov5
datasets:
- pwmfd
metrics:
- coco
---
Optimized YOLOv5 model trained on the PWMFD medical masks dataset using transfer learning from COCO with frozen backbone, data augmentations such as mosaic, and an input image size of 320 x 320.
**Architecture:** [here](https://huggingface.co/joangog/pwmfd-yolov5/tensorboard?scroll=1#graphs&run=.)
**AP:**
- Evaluation from pycocotools: **67%**
- Evaluation from yolov5 val.py script: **71%**
**fps**:
- Nvidia Geforce GTX960, 4 GB: **69 fps**
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