garden birds common names in app

app.py

@@ -7,7 +7,6 @@ from torch import nn
 from torchvision import models
 from PIL import Image
 from torch.nn import functional as F
-import gradio as gr
 
 # load idx_to_class.json into dictionary
 with open('class_to_idx.json', 'r') as f:
@@ -15,6 +14,9 @@ with open('class_to_idx.json', 'r') as f:
     
 idx_to_class = {v: k for k, v in class_to_idx.items()}
 
+with open('gardenbirds_sorted.json', 'r') as f:
+    common_to_latin = json.load(f)
+
 device = torch.device("cuda:0" if torch.cuda.is_available() else "cpu")
 
 # model
@@ -39,13 +41,13 @@ def predict(inp):
     with torch.no_grad():
         prediction = torch.nn.functional.softmax(model(inp)[0], dim=0)
         #print(prediction)
-        confidences = {idx_to_class[i]: float(prediction[i]) for i in range(26)}
+        confidences = {list(gardenbirds_sorted.keys())[i]: float(prediction[i]) for i in range(26)}
     return confidences 
 
 interface = gr.Interface(fn=predict, 
              inputs=gr.Image(type="pil"),
              outputs=gr.Label(num_top_classes=3),
              title="What garden bird is this?",
-             examples=["parus_major.jpg"])
+             examples=["gardenbirds/Parus major/345c506a-6ed5-4f9c-a7d3-4d0cb4af88fc.jpg"])
 
 interface.launch()

gardenbirds_sorted.json

@@ -0,0 +1 @@
+{"long-tailed tit": "Aegithalos caudatus", "common kingfisher": "Alcedo atthis", "goldfinch": "Carduelis carduelis", "greenfinch": "Carduelis chloris", "wood pigeon": "Columba palumbus", "carrion crow": "Corvus corone", "blue tit": "Cyanistes caeruleus", "great spotted woodpecker": "Dendrocopos major", "robin": "Erithacus rubecula", "chaffinch": "Fringilla coelebs", "european jay": "Garrulus glandarius", "great tit": "Parus major", "house sparrow": "Passer domesticus", "coal tit": "Periparus ater", "magpie": "Pica pica", "green woodpecker": "Picus viridis", "dunnock": "Prunella modularis", "bullfinch": "Pyrrhula pyrrhula", "goldcrest": "Regulus regulus", "nuthatch": "Sitta europaea", "collared dove": "Streptopelia decaocto", "starling": "Sturnus vulgaris", "blackcap": "Sylvia atricapilla", "wren": "Troglodytes troglodytes", "redwing": "Turdus iliacus", "blackbird": "Turdus merula"}