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resnext-101

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This research introduces PotatoGANs, a novel data augmentation technique using GANs to generate synthetic potato disease images, improving model generalization in agricultural disease segmentation

  • Updated Apr 7, 2024
  • Jupyter Notebook

Video Summarization project implemented using ResNeXt-101 with PyTorch's LSTM and an MLP for importance score prediction, Kernal Temporal Segmentation is applied along with Dynamic Programming KnapSack to maximize the importance of frames in the summary generation. The final visual is created using smoothly combining frames with the MoviePy module.

  • Updated May 25, 2024
  • Python

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