Add from dr tanishq abraham article

README.md

@@ -1,5 +1,6 @@
 ---
-title: Fastai2
+title: Spraggy vs Tonkap classifier
+description: This model can identify between the two pro poker players Benjamin 'Spraggy' Spragg and Parker 'tonkap' Talbot
 emoji: 💻
 colorFrom: pink
 colorTo: purple

app.py

@@ -1,7 +1,12 @@
 import gradio as gr
 
-def greet(name):
-    return "Hello " + name + "!!"
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+learn = gr.load_learner('export.pkl')
+
+labels = learn.dls.vocab
+def predict(img):
+    img = gr.PILImage.create(img)
+    pred,pred_idx,probs = learn.predict(img)
+    return {labels[i]: float(probs[i]) for i in range(len(labels))}
+
+gr.Interface(fn=predict, inputs=gr.inputs.Image(shape=(512, 512)), outputs=gr.outputs.Label(num_top_classes=3)).launch(share=True)