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README.md
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license: apache-2.0
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short_description: Comparing InsectSAM, Yolov8, Detectron2
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---
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## What is InsectSAM?
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InsectSAM is an open-source machine learning model tailored for the DIOPSIS camera systems and ARISE algorithms, dedicated to Insect Biodiversity Detection and Monitoring in the Netherlands.
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## How does it work?
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Based on Meta AI segment-anything, InsectSAM is fine-tuned to accurately segment insects from complex backgrounds. It boosts the precision and efficiency of biodiversity monitoring algorithms, especially in scenarios with diverse backgrounds that attract insects.
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## Technologies Used
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Python, PyTorch, Hugging Face Transformers, OpenCV, and more. InsectSAM is designed to be easily integrated into existing DIOPSIS and ARISE algorithms, providing a seamless experience for researchers and developers.
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app_file: app.py
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pinned: false
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license: apache-2.0
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short_description: Comparing InsectSAM, Yolov8, Detectron2, GSL
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