Architecture Modification / Research · Python
patch-convolutional-vision-transformer
Based on the concept presented in the patchCore paper, patchCvT builds upon that concept but with the improvement of adding a transformer head for better generalization.
What it is
This repository implements a Patch Convolutional Vision Transformer (PatchCvT) model with a memory bank for contextual information, including training and evaluation scripts, an alternative embodiment, and a C++ inference system. It also contains data preparation tools for a vertical panel dataset and YOLO model training.
Where it counts
- Machine Learning90%
- Computer Vision90%
- MLOps50%
- Data Science40%
How much of the project is about each field, as scoring counts it. It ranks in the field it is most about.
Around it on the Machine Learning board
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