Deepanshu Dashora

Train layoutlmv3 with custom dataset by loading from local directory

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How to train layoutlmv3 with custom dataset by loading from local directory,

Why layoutlm models does not work properly on unstructured text images and is there any way to do it properly ?

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I have experienced it with two custom datasets where the information was in paragraph format and layoutlm models were not giving me good results on both since they were unstructured....

When I am generating txt files for layoutlmv1 on my custom dataset, it is not generating it properly and not adding the labels, image name, and bboxes in the txt...

``` --------------------------------------------------------------------------- RuntimeError Traceback (most recent call last) [](https://localhost:8080/#) in () 4 5 model = LayoutLMv2ForTokenClassification.from_pretrained('/content/drive/MyDrive/resume_experiment/checkpoints', ----> 6 num_labels=len(labels)) 7 8 device = torch.device('cuda' if torch.cuda.is_available() else 'cpu') 1 frames...

How to use transformers-interpret for sequencelabelling, for example layoutlmv3 or v3

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I was testing it on layoutlmv3 and I am facing one error ``` --------------------------------------------------------------------------- TypeError Traceback (most recent call last) [](https://localhost:8080/#) in ----> 1 word_attributions = ner_explainer(Image.open("/content/receipt_00073.png").convert("RGB"), ignored_labels=['O']) 3 frames...

How to see the ploted bboxes on image as result along with json output

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I trained the model on cordv2 but I want to plot the coordinates of results also with the text output, How to show/save the output image, or just return the...

piepline not loading the model

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### System Info ubuntu 22.04 ### Who can help? @Narsil ### Information - [X] The official example scripts - [ ] My own modified scripts ### Tasks - [ ]...

### To Match and Rank For matching and ranking texts we have datasets like shopee on Kaggle, I would like to load that dataset and test the models, but in...

I am training the mentioned `https://github.com/jingxuanyang/Shopee-Product-Matching/blob/master/notebook-text/bert-base-multilingual-uncased-margin-0.8.ipynb` method for training the model, but generated embeddings from bert while validation are nan and casing the training to stop I am using a...