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animal-detector
jamescdericco/animal-detector
animal-detector is a image classification model from jamescdericco. Use it when you need a label for an image. It is set up for fastai. The card lists the license as mit.
An image classifier built using fastai and fine tuned from resnet18 to identify which specific neighborhood cat or other animal animal shows up on an outdoor security camera.
Access
Public
Updated Sep 29, 2024
Repo size
47 MB
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1
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Repo makeup
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.pkl47 MB · 100%
At a glance
- Task
- Image Classification
- Library
- fastai
- License
- mit
- Access
- Public
- Created
- Sep 29, 2024
- Updated
- Sep 29, 2024
- SHA
- 8eb948ce
Model card
From the Hugging Face model README
Model card
Model description
An image classifier built using fastai and fine tuned from resnet18 to identify which specific neighborhood cat or other animal animal shows up on an outdoor security camera.
Classifications:
- empty (no animals)
- jacky (cat)
- jay (cat)
- josh (cat)
- tracy (cat)
- squirrel
Intended uses & limitations
- Only intended for use with this specific security camera
- Does not classify
Training and evaluation data
Training Data on Kaggle: https://www.kaggle.com/datasets/jamesdericco/cat-food-cam
- Task
- Image Classification
- Library
- fastai
- License
- mit
- Created
- Sep 29, 2024
- Updated
- Sep 29, 2024