# Team-Oppenheimer-Solution

Training Notebook
[https://www.kaggle.com/code/radeenmostafa/layoutlmv3-train](https://www.kaggle.com/code/radeenmostafa/layoutlmv3-train)
Inference Notebook
[https://www.kaggle.com/code/radeenmostafa/layoutlmv3-inference](https://www.kaggle.com/code/radeenmostafa/layoutlmv3-inference)
Link to Weights
[https://www.kaggle.com/datasets/radeenmostafa/layoutlmv3-model-path](https://www.kaggle.com/datasets/radeenmostafa/layoutlmv3-model-path)
Link to Presentation
[https://docs.google.com/presentation/d/1HXBnq-8skwbD9PrPP4w0UR1BH1qF4gYd/edit?usp=sharing&ouid=115635337170441379630&rtpof=true&sd=true](https://docs.google.com/presentation/d/1HXBnq-8skwbD9PrPP4w0UR1BH1qF4gYd/edit?usp=sharing&ouid=115635337170441379630&rtpof=true&sd=true)
Misc
DiT model
[https://www.kaggle.com/code/noobrad/dit-maskrcnn](https://www.kaggle.com/code/noobrad/dit-maskrcnn)
Ensemble Technique (NMS)
[https://www.kaggle.com/code/radeenmostafa/ensemble-inference-708631](https://www.kaggle.com/code/radeenmostafa/ensemble-inference-708631)
PointRend
[https://drive.google.com/file/d/1QyV61IZopKDpDQ5R67oSIRq9G1Kf850o/view?usp=sharing](https://drive.google.com/file/d/1QyV61IZopKDpDQ5R67oSIRq9G1Kf850o/view?usp=sharing)
Copy-Paste Augmentation+Different Augmentation technique
[https://drive.google.com/file/d/1igFz3e8QzUqM7HgD3kLE4mwUhnE5PeCM/view?usp=sharing](https://drive.google.com/file/d/1igFz3e8QzUqM7HgD3kLE4mwUhnE5PeCM/view?usp=sharing)