First version of model

.gitattributes

@@ -32,3 +32,4 @@ 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
+saved_model/export.pkl filter=lfs diff=lfs merge=lfs -text

README.md

@@ -1,6 +1,6 @@
 ---
 title: Dronedetect
-emoji: 🌍
+emoji: 🔭
 colorFrom: gray
 colorTo: gray
 sdk: gradio

app.py

@@ -0,0 +1,13 @@
+import gradio as gr
+from fastai.vision.all import load_learner
+
+learner = load_learner('saved_model/export.pkl')
+categories = ('Has structure', 'Does Not Have structure')
+
+def is_it_a_structure(input_img):
+    pred, idx, probs = learner.predict(input_img)
+    return f'{pred} {dict(zip(categories, map(float, probs)))}'
+
+demo = gr.Interface(fn=is_it_a_structure, inputs=gr.Image(shape=(200, 200)), outputs=gr.Label())
+
+demo.launch()

saved_model/export.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1970f101fb8f569f8d85c63f4fb3188d55d55d6c0957380cb393887ef324e0ad
+size 46953694