add pre encoding step

app.py

@@ -127,6 +127,7 @@ def count_barnacles(image_raw, split_num, progress=gr.Progress()):
             # plt.figure()
             # plt.imshow(small_image)
             # plt.axis('on')
+            mask_generator.predictor.set_image(small_image)
             progress(0, desc=f"Generating masks for crop {r*split_num + c}/{split_num ** 2}")
             masks = mask_generator.generate(small_image)
             num_masks = len(masks)