added new model

.gitattributes

@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+*.jpeg filter=lfs diff=lfs merge=lfs -text
+*.jpg filter=lfs diff=lfs merge=lfs -text

README.md

@@ -1,8 +1,8 @@
 ---
-title: Matt Or Meth Damon
-emoji: 🐨
-colorFrom: red
-colorTo: indigo
+title: Weed Or Broccoli
+emoji: 🐢
+colorFrom: pink
+colorTo: purple
 sdk: gradio
 sdk_version: 3.50.2
 app_file: app.py

app.py

@@ -0,0 +1,22 @@
+from fastai.vision.all import *
+import gradio as gr
+learn = load_learner('export.pkl')
+
+
+categories = ('Matt Damon', 'Meth Damon')
+
+
+def classify_image(img):
+    pred, idx, probs = learn.predict(img)
+    return dict(zip(categories, map(float, probs)))
+
+
+image = gr.inputs.Image(shape=(192, 192))
+label = gr.outputs.Label()
+
+examples = ['matt damon.jpg', 'jesse.jpeg']
+
+intf = gr.Interface(fn=classify_image, inputs=image,
+                    outputs=label, examples=examples)
+
+intf.launch(inline=False)

export.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c809988609381e050146525eb00919eff7a0faf66334e19221148ae886bb1aa6
+size 46966014

requirements.txt

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