Use Annif-client with yso-en project

app.py

@@ -1,4 +1,5 @@
 import gradio as gr, pytesseract, cv2, os
+from annif_client import AnnifClient
 
 
 def process(image: str, proj: str, lang: str = "eng"):
@@ -8,15 +9,23 @@ def process(image: str, proj: str, lang: str = "eng"):
         threshold_img = cv2.threshold(
             gray, 0, 255, cv2.THRESH_BINARY + cv2.THRESH_OTSU
         )[1]
-        result = pytesseract.image_to_string(threshold_img, lang=lang)
+        text = pytesseract.image_to_string(threshold_img, lang=lang)
         os.remove(image)
-        return result, [proj]
+        results = annif.suggest(
+            project_id='yso-en',
+            text=text
+        )
+        results = [
+            f"{res['label']} {res['score']}" for res in results]
+        return text, results
     except Exception as e:
         return str(e), []
 
 
+annif = AnnifClient()
 langs = pytesseract.get_languages()
-projs = ("YSO", "KAUNO")
+projs = [project['name'] for project in annif.projects]
+
 
 interface = gr.Interface(
     process,

requirements.txt

@@ -1,3 +1,4 @@
 pytesseract
 gradio
 opencv-python
+annif-client