initial model commit

.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
+instrument_model.pkl filter=lfs diff=lfs merge=lfs -text

app.py

@@ -0,0 +1,16 @@
+from fastai.vision.all import *
+import gradio as gr
+
+learn = load_learner('instrument_model.pkl');
+
+def vocab = ['clarinet', 'french horn', 'oboe', 'oboe d amore', 'saxophone', 'trombone', 'trumpet']
+
+def classify_image(image):
+    pre, idx, probs = learn.predict(image)
+    return dict(zip(vocab, probs))
+
+image = gr.inputs.Image(shape=(250, 250))
+label = gr.outputs.Label()
+
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label)
+intf.launch(inline=False)

instrument_model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b8368c313d5d0ef4e1ba8fea6228f6ecb4c50e598aea4d08f0d55f96307db676
+size 46966383

requirements.txt

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