You can deploy this model and start earning money today!

osanseviero/
fastai_cat_vs_dog_fork2

Name: fastai_cat_vs_dog_fork2
Availability: InStock

generic

image-classification

Views

No views yet

Dog vs Cat Image Classification with FastAI CNN

Training is based in FastAI Quick Start. Example training

Training

The model was trained as follows

python

path = untar_data(URLs.PETS)/'images'

def is_cat(x): return x[0].isupper()
dls = ImageDataLoaders.from_name_func(
    path, get_image_files(path), valid_pct=0.2, seed=42,
    label_func=is_cat, item_tfms=Resize(224))

learn = cnn_learner(dls, resnet34, metrics=error_rate)
learn.fine_tune(1)

osanseviero/fastai_cat_vs_dog_fork2

Dog vs Cat Image Classification with FastAI CNN

Training

osanseviero/
fastai_cat_vs_dog_fork2