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Tinsae commited on Jul 14, 2022

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be4ae40

1 Parent(s): f7b54b4

add the model

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Files changed (16) hide show

app.py +42 -16
examples/beyaynetu_0012.jpg +0 -0
examples/beyaynetu_0013.jpg +0 -0
examples/beyaynetu_0014.jpg +0 -0
examples/beyaynetu_0024.jpg +0 -0
examples/beyaynetu_0025.jpg +0 -0
examples/chechebsa_0056.jpg +0 -0
examples/doro_wat_0018.jpg +0 -0
examples/firfir_005.jpg +0 -0
examples/genfo_0049.jpg +0 -0
examples/kikil_0048.jpg +0 -0
examples/kitfo_0060.jpg +0 -0
examples/shekla_tibs_000.jpg +0 -0
examples/shiro_wat_0048.jpg +0 -0
examples/tihlo_007.jpg +0 -0
examples/tire_siga_0034.jpg +0 -0

app.py CHANGED Viewed

@@ -1,31 +1,57 @@
 import gradio as gr
-import numpy as np
-from pathlib import Path
 EXAMPLES_PATH = Path('./examples')
-title = "Ethiopian Foods"
 description = """
 The bot was trained to answer questions based on Rick and Morty dialogues. Ask Rick anything!
 """
 article = "Check out [the original Rick and Morty Bot](https://huggingface.co/spaces/kingabzpro/Rick_and_Morty_Bot) that this demo is based off of."
-def sepia(input_img):
-    sepia_filter = np.array(
-        [[0.393, 0.769, 0.189], [0.349, 0.686, 0.168], [0.272, 0.534, 0.131]]
-    )
-    sepia_img = input_img.dot(sepia_filter.T)
-    sepia_img /= sepia_img.max()
-    return sepia_img
 examples = [f'{EXAMPLES_PATH}/{f.name}' for f in EXAMPLES_PATH.iterdir()]
-demo = gr.Interface(sepia,
-                   "image",
                    "image",
                     examples= examples,
                     title=title,
                     description=description,

 import gradio as gr
+from huggingface_hub import from_pretrained_fastai
+from fastai.vision.all import *
+repo_id = "Tinsae/EthioFoodtest3"
+learn = from_pretrained_fastai(repo_id)
+labels = learn.dls.vocab
 EXAMPLES_PATH = Path('./examples')
+title = "Ethiopian Foods "
 description = """
 The bot was trained to answer questions based on Rick and Morty dialogues. Ask Rick anything!
 """
 article = "Check out [the original Rick and Morty Bot](https://huggingface.co/spaces/kingabzpro/Rick_and_Morty_Bot) that this demo is based off of."
 examples = [f'{EXAMPLES_PATH}/{f.name}' for f in EXAMPLES_PATH.iterdir()]
+labels = learn.dls.vocab
+v ='''<!DOCTYPE html>
+      <html>
+      <body>
+      <h1>A recipe video</h1>
+      {0}
+      </body>
+      </html> '''
+v_dic = ['''<iframe width="956" height="240" src="https://www.youtube.com/embed/53Kj_dpBYzo" title="How to Make Ethiopian Food: Yetsom Beyaynetu | የፅም በያይነቱ እስራር" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>''',
+          '''<iframe width="956" height="240" src="https://www.youtube.com/embed/Hw9K9Q9Q_0M" title="Chechebsa (Spicy Flat Bread) | Ethiopian/Eritrean Food BY HabeshChef" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>''',
+          ''' <iframe width="956" height="240" src="https://www.youtube.com/embed/zi4AT6uYKUs" title="How To Make Spicy Ethiopian Chicken Stew: Doro Wat" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>''',
+          '''<iframe width="956" height="240" src="https://www.youtube.com/embed/V2fuMDmjqbc" title="Best Ethiopian Breakfast Food: Firfir Recipe (ፍርፍር አሰራር )" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>''',
+          '''<iframe width="956" height="240" src="https://www.youtube.com/embed/9iFMR3299BY" title="Genfo (Ethiopian style porridge)" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>''',
+          '''<iframe width="956" height="240" src="https://www.youtube.com/embed/XtS1uzHGBYQ" title="Ethiopian Food EASY KIKIL Recipe የቅቅል አሰራር | Amena and Elias" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>''' ,
+          '''<iframe width="956" height="240" src="https://www.youtube.com/embed/-xFR_daRIyw" title="Get a Taste Of Ethiopia: Kitfo with Woinee Mariam | Food Network" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>''',
+          '''<iframe width="956" height="240" src="https://www.youtube.com/embed/SFEu7JcQsis" title="Let’s cook Ethiopian Shekla Tibs! 🔥" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>''',
+          '''<iframe width="956" height="240" src="https://www.youtube.com/embed/_W_J6wNq3nI" title="LET'S MAKE SHIRO TOGETHER AT HOME Vlogmas Day 22" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>''',
+          '''<iframe width="956" height="240" src="https://www.youtube.com/embed/7kDe2yBgB1I" title="ባህላዊ የ ጥሕሎ አሰራር | Traditional Tigrayan Tihlo Recipe | Ethiopian Food" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>''',
+          '''<iframe width="956" height="240" src="https://www.youtube.com/embed/Qex-uPtbUD0" title="FEEDING RAW MEAT TO GERMAN DIASPORA" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>'''
+        ]
+def predict(img):
+    img = PILImage.create(img)
+    pred, pred_w_idx, probs = learn.predict(img)
+    labels_probs = {labels[i]: float(probs[i]) for i, _ in enumerate(labels)}
+    return labels_probs, v.format(v_dic[pred_w_idx])
+demo = gr.Interface(predict,
                    "image",
+                    [gr.outputs.Label(num_top_classes=3), "html"],
                     examples= examples,
                     title=title,
                     description=description,