# This file contains all the main external libs we'll use
from fastai.imports import *
from fastai.transforms import *
from fastai.conv_learner import *
from fastai.model import *
from fastai.dataset import *
from fastai.sgdr import *
from fastai.plots import *

PATH = "data/dataset/"
size=224
arch=resnet34
#Creating classifier
data = ImageClassifierData.from_paths(PATH, tfms=tfms_from_model(arch, sz), bs=8)
learn = ConvLearner.pretrained(arch, data, precompute=True)
lrf=learn.lr_find()
learn.sched.plot()