Instructions to use jamescdericco/animal-detector with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- fastai
How to use jamescdericco/animal-detector with fastai:
from huggingface_hub import from_pretrained_fastai learn = from_pretrained_fastai("jamescdericco/animal-detector") - Notebooks
- Google Colab
- Kaggle
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