Create app.py

app.py

@@ -0,0 +1,29 @@
+import gradio as gr
+import easyocr
+import torch
+import PIL
+from PIL import Image
+from PIL import ImageDraw
+
+
+def draw_boxes(image, bounds, color='yellow', width=2):
+    draw = ImageDraw.Draw(image)
+    for bound in bounds:
+        p0, p1, p2, p3 = bound[0]
+        draw.line([*p0, *p1, *p2, *p3, *p0], fill=color, width=width)
+    return image
+
+def detect(img, lang='en'):
+    reader = easyocr.Reader(lang)
+    bounds = reader.readtext(img.name)
+    im = PIL.Image.open(img.name)
+    im_out=draw_boxes(im, bounds)
+    return im_out
+
+with gr.Blocks() as robot:
+    im=gr.Pil()
+    go_btn=gr.Button()
+    out_im=gr.Pil()
+    out_txt=gr.Textbox(lines=8)
+    go_btn.click(detect,im,out_im)
+robot.queue(concurrency_count=10).launch()