Adding Files

README.md

@@ -1,8 +1,8 @@
 ---
-title: Gun Types01
-emoji: 💩
-colorFrom: blue
-colorTo: purple
+title: Gun Types
+emoji: 🌍
+colorFrom: red
+colorTo: yellow
 sdk: gradio
 sdk_version: 3.12.0
 app_file: app.py

app.py

@@ -0,0 +1,22 @@
+from fastai.vision.all import *
+import gradio as gr
+
+def is_pistol(x): return x[0].isupper()
+
+# Cell
+learn = load_learner('model.pkl')
+
+# Cell
+categories = ('pistol','Rifles','Shotguns')
+
+def classify_image(img):
+    pred,idx,probs = learn.predict(img)
+    return dict(zip(categories, map(float,probs)))
+
+# Cell
+image = gr.inputs.Image(shape=(192, 192))
+label = gr.outputs.Label()
+examples = ['pistol.jpg','Rifles.jpg','Shotgun.jpg']
+
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+intf.launch()

model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:871e865c723c14d1e0a6d03d2aadcb30bbbf387f7912ba56435f0e122cb208d2
+size 102884515

requirements.txt

@@ -0,0 +1,2 @@
+fastai
+