updated app file and removed pickle

app.py

@@ -1,8 +1,9 @@
 import gradio as gr
 from fastai.vision.all import *
+from huggingface_hub import from_pretrained_fastai
 
 # loading the model
-learn = load_learner('flowersclassifier.pkl')
+learn = from_pretrained_fastai("pka007/flowerclassifier_model")
 labels = learn.dls.vocab
 def predict(img):
     img = PILImage.create(img)

flowersclassifier.pkl

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:ad91a31a33b19439553855abe982710a1fac36cca0f2a40f577fddd0baac1096
-size 46985022

requirements.txt

@@ -1 +1,2 @@
-fastai
+fastai
+huggingface_hub["fastai"]