added basic model

README.md

@@ -1,8 +1,8 @@
 ---
-title: Tiger3
-emoji: 🐢
+title: Tiger2
+emoji: 🏃
 colorFrom: pink
-colorTo: gray
+colorTo: pink
 sdk: gradio
 sdk_version: 3.24.1
 app_file: app.py

app.py

@@ -0,0 +1,19 @@
+from fastai.vision.all import *
+import gradio as gr
+
+def is_cat(x): return x[0].isupper()
+
+
+learn = load_learner('model.pkl')
+categories = ('Dog', 'Cat')
+
+def classify_img(img):
+    preds, idx, probs = learn.predict(img)
+    return dict(zip(categories, map(float, probs)))
+
+image = gr.input.Image(shape=(192, 192))
+label = gr.output.Label()
+examples = ['dog.jpg', 'cat.jpg']
+
+iface = gr.Interface(fn=classify_img, inputs=image, outputs=label, examples=examples)
+iface.launch()

model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a0770edf8e87d6c7bdbd916114bb4dd38dfca0af89a62adfefbc1452873c19d3
+size 47061419

requirements.txt

@@ -0,0 +1 @@
+fastai