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Browse files- .gitattributes +37 -35
- .gitignore +1 -0
- README.md +28 -1
- quarrying_insect_detector.onnx +3 -0
- quarrying_insect_identifier.onnx +3 -0
- quarrying_insectid_label_map.txt +0 -0
- simsun.ttc +3 -0
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.gitignore
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README.md
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---
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license:
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---
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---
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license: mit
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language:
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- en
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- fr
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- la
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metrics:
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- accuracy
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tags:
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- biology
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---
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# Intro
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Il s'agit d'un modèle de détection d'objets pour l'identification des insectes, prenant en charge un large éventail de 2037 catégories d'insectes, couvrant plusieurs rangs taxonomiques, dont l'ordre, la famille, le genre et l'espèce. Conçu pour répondre aux problématiques complexes et complexes de la reconnaissance biologique, ce modèle gère avec brio la diversité et la complexité des insectes et de certains arthropodes. Son objectif principal est une détection précise au sein de vastes ensembles de données d'imagerie d'insectes, garantissant une classification et une détection précises pour chaque catégorie. Cette étude présente un instrument technologique sophistiqué pour des domaines tels que les études écologiques, la conservation agricole et la recherche sur la biodiversité. L'innovation de ce modèle réside dans sa prise en charge étendue des catégories, ce qui lui confère des performances supérieures lors de la détection d'insectes inconnus ou d'autres arthropodes dans des applications concrètes.
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## Demo
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<https://huggingface.co/spaces/cabrel09/insect-detection>
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## Usage
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```python
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from huggingface_hub import snapshot_download
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model_dir = snapshot_download("cabrel09/insect-detection")
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```
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## Maintenance
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```bash
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GIT_LFS_SKIP_SMUDGE=1 git clone [email protected]:cabrel09/insect-detection
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cd insect-detection
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```
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quarrying_insect_detector.onnx
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quarrying_insect_identifier.onnx
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quarrying_insectid_label_map.txt
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simsun.ttc
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