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Error with only captcha digit datasets
Hello,
I'm testing your captcha to text tutorial and it works fine with alphanum captcha datasets, but fails with only digits captcha datasets (I'm testing a 4-digit captcha dataset):
C:\Projects\Captcha Solver\mltu-main\Tutorials\02_captcha_to_text>python inferenceModel.py 0%| | 0/28 [00:00<?, ?it/s] Traceback (most recent call last): File "C:\Projects\Captcha Solver\mltu-main\Tutorials\02_captcha_to_text\inferenceModel.py", line 41, in <module> cer = get_cer(prediction_text, label) File "C:\Users\mudro\AppData\Local\Programs\Python\Python310\lib\site-packages\mltu\utils\text_utils.py", line 79, in get_cer for pred_tokens, tgt_tokens in zip(preds, target): TypeError: 'int' object is not iterable
I fixed the code in inferenceModel.py with: ` for image_path, label in tqdm(df): image = cv2.imread(image_path.replace("\", "/"))
prediction_text = model.predict(image)
cer = get_cer(prediction_text, str(label).zfill(4))
print(f"Image: {image_path}, Label: {str(label).zfill(4)}, Prediction: {prediction_text}, CER: {cer}")
accum_cer.append(cer)
`
This code runs correctly but gives now bad predition results.