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metadata
title: Insect Model Zoo
emoji: 🐞🔬
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 4.36.1
app_file: app.py
pinned: false
license: apache-2.0
short_description: Comparing InsectSAM, Yolov8, Detectron2

https://insectsam.live

What is InsectSAM?

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.

whatisinsectsam

How does it work?

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.

howdoesitwork

Technologies Used

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.

tech