files updated

.gitignore

@@ -0,0 +1 @@
+myenv/sou

app.py

@@ -0,0 +1,43 @@
+from fastai.vision.all import load_learner
+import gradio as gr
+
+car_logo = [
+"Audi car logo",
+"BMW car logo",
+"Chevrolet car logo",
+"Dodge car logo",
+"Ford car logo",
+"Honda car logo",
+"Hyundai car logo",
+"Jaguar car logo",
+"Jeep car logo",
+"Kia car logo",
+"Land Rover car logo",
+"Lexus car logo",
+"Mazda car logo",
+"Mercedes-Benz car logo",
+"Nissan car logo",
+"Porsche car logo",
+"Subaru car logo",
+"Tesla car logo",
+"Toyota car logo",
+"Volkswagen car logo"]
+
+model = load_learner("models/logo_recognizer_v1.pkl")
+
+
+def recognize_image(image):
+  pred, idx, probs = model.predict(image)
+  return dict(zip(car_logo, map(float,probs)))
+
+
+image = gr.input.Image()
+label = gr.output.Label()
+examples = [
+    'test_images/lexus-logo.png',
+    'test_images/Mazda-Logo.png',
+    'test_images/toyota-logo.png']
+
+
+demo = gr.Interface(fn=recognize_image, inputs="image", outputs="label", examples = examples)
+demo.launch(inline = False, share = True)

models/logo_recognizer_v1.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a03a0630e3a463dc9c6b7f7416052fee1fb1e9f07187aa7553224d4c3ba530c5
+size 179389295