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Machine Learning Training Utilities (for TensorFlow and PyTorch)

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If I try downloading the dataset using the URL it shows Internal Server Error dataset_path = stow.join('Datasets', 'IAM_Words') if not stow.exists(dataset_path): download_and_unzip('https://git.io/J0fjL', extract_to='Datasets') file = tarfile.open(stow.join(dataset_path, "words.tgz")) file.extractall(stow.join(dataset_path, "words")) This...

`model.fit( train_data_provider, validation_data=val_data_provider, epochs=configs.train_epochs, callbacks=[earlystopper, checkpoint, trainLogger, reduceLROnPlat, tb_callback, model2onnx], workers=configs.train_workers )` as soon as i try to fit the model i got the following Error: File "/Users/abc/Python/mltu/Tutorials/02_captcha_to_text/train_model_with_new_data.py", line 121,...

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): `...

![image](https://github.com/user-attachments/assets/bc7d1643-965e-42d8-a6d0-23680e53bccd) Hi can you help with captcha there you need to find the text and the icon on the picture

this is the error i am getting while running the train.py script can you help me where exactly i am going wrong Traceback (most recent call last): File "E:\ML\ml_projects\project_folder\icpr\img_to_word\train.py", line...

here is the dataset link: https://www.kaggle.com/datasets/robikscube/textocr-text-extraction-from-images-dataset I was struggling trying to adapt the code for the dataset above, the model would freeze after 1 full epoch

I have changed my dataset into xml files for each image, however I have multiple tags as I have multiple bounding boxes in my dataset. When running the tutorial 11,...

I am running the Handwriting detection problem block by block on jupyterlab, and have run into this error which is creating a lotta confusion and idk whether i am just...