Update app.py

app.py

@@ -47,6 +47,25 @@ model_x = Qwen2VLForConditionalGeneration.from_pretrained(
     torch_dtype=torch.float16
 ).to(device).eval()
 
+#--------------------------------------------------------------------------------------#
+#Load MonkeyOCR
+MODEL_ID_G = "echo840/MonkeyOCR"
+SUBFOLDER = "Recognition"
+
+processor_g = AutoProcessor.from_pretrained(
+    MODEL_ID_G,
+    trust_remote_code=True,
+    subfolder=SUBFOLDER
+)
+
+model_g = Qwen2VLForConditionalGeneration.from_pretrained(
+    MODEL_ID_G,
+    trust_remote_code=True,
+    subfolder=SUBFOLDER,
+    torch_dtype=torch.float16
+).to(device).eval()
+#--------------------------------------------------------------------------------------#
+
 def downsample_video(video_path):
     """
     Downsamples the video to evenly spaced frames.
@@ -84,6 +103,9 @@ def generate_image(model_name: str, text: str, image: Image.Image,
     elif model_name == "coreOCR-7B-050325-preview":
         processor = processor_x
         model = model_x
+    elif model_name == "MonkeyOCR":
+        processor = processor_g
+        model = model_g
     else:
         yield "Invalid model selected."
         return
@@ -135,6 +157,9 @@ def generate_video(model_name: str, text: str, video_path: str,
     elif model_name == "coreOCR-7B-050325-preview":
         processor = processor_x
         model = model_x
+    elif model_name == "MonkeyOCR":
+        processor = processor_g
+        model = model_g
     else:
         yield "Invalid model selected."
         return
@@ -233,7 +258,7 @@ with gr.Blocks(css=css, theme="bethecloud/storj_theme") as demo:
         with gr.Column():
             output = gr.Textbox(label="Output", interactive=False, lines=2, scale=2)
             model_choice = gr.Radio(
-                choices=["docscopeOCR-7B-050425-exp", "coreOCR-7B-050325-preview"],
+                choices=["docscopeOCR-7B-050425-exp", "coreOCR-7B-050325-preview", "MonkeyOCR"],
                 label="Select Model",
                 value="docscopeOCR-7B-050425-exp"
             )