From e94fe906d246218664cab3af3831082e31cde2bb Mon Sep 17 00:00:00 2001 From: jakubczakon Date: Wed, 9 Oct 2019 21:43:58 +0200 Subject: [PATCH] udpated notebook docs exmaple --- docs/examples/monitor_fastai.ipynb | 13 ++++--------- 1 file changed, 4 insertions(+), 9 deletions(-) diff --git a/docs/examples/monitor_fastai.ipynb b/docs/examples/monitor_fastai.ipynb index 1a96544..72f0b2e 100644 --- a/docs/examples/monitor_fastai.ipynb +++ b/docs/examples/monitor_fastai.ipynb @@ -104,17 +104,12 @@ "\n", "neptune.init(project_qualified_name='USER_NAME/PROJECT_NAME')\n", "\n", - "mnist = untar_data(URLs.MNIST_TINY)\n", - "tfms = get_transforms(do_flip=False)\n", + "path = untar_data(URLs.MNIST_TINY)\n", "\n", - "data = (ImageItemList.from_folder(mnist)\n", - " .split_by_folder()\n", - " .label_from_folder()\n", - " .transform(tfms, size=32)\n", - " .databunch()\n", - " .normalize(imagenet_stats))\n", + "data = ImageDataBunch.from_folder(path, ds_tfms=(rand_pad(2, 28), []), bs=64)\n", + "data.normalize(imagenet_stats)\n", "\n", - "learn = create_cnn(data, models.resnet18, metrics=accuracy)\n", + "learn = cnn_learner(data, models.resnet18, metrics=accuracy)\n", "learn.lr_find()\n", "learn.recorder.plot()\n", " \n",