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README.md
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---
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title: KaraAgro Cadi AI
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emoji: π
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colorFrom: indigo
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colorTo: red
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sdk: gradio
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sdk_version:
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app_file: app.py
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pinned: false
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license: openrail
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* ### Model Training
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YOLO v5X architecture was employed to construct the model. To enhance the image quality and facilitate efficient processing, the resolution of the images was adjusted to 640 pixels, while maintaining a batch size of 56. The resulting model achieved an mAP of 0.648 and a size of 173.1 MB.
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![](https://minohealth-storage.fra1.cdn.digitaloceanspaces.com/karaagro-giz/build-guide-images/val_batch2_pred.jpg)
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---
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title: KaraAgro Cadi AI
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emoji: π
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colorFrom: indigo
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colorTo: red
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sdk: gradio
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sdk_version: 4.40.0
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app_file: app.py
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pinned: false
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license: openrail
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* ### Model Training
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YOLO v5X architecture was employed to construct the model. To enhance the image quality and facilitate efficient processing, the resolution of the images was adjusted to 640 pixels, while maintaining a batch size of 56. The resulting model achieved an mAP of 0.648 and a size of 173.1 MB.
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![](https://minohealth-storage.fra1.cdn.digitaloceanspaces.com/karaagro-giz/build-guide-images/val_batch2_pred.jpg)
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