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Dipeshtamboli/README.md

Hi there 👋

I am a first year PhD student of the Department of Electrical & Computer Engineering at Purdue University.

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  1. Image-Classification-and-Localization-using-Multiple-Instance-Learning Image-Classification-and-Localization-using-Multiple-Instance-Learning Public

    Official code for Breast Cancer Histopathology Image Classification and Localization using Multiple Instance Learning

    Python 75 23

  2. PosNegDM-Reinforced-Sequential-Decision-Making-for-Sepsis-Treatment PosNegDM-Reinforced-Sequential-Decision-Making-for-Sepsis-Treatment Public

    Official code for "Reinforced Sequential Decision-Making for Sepsis Treatment: The POSNEGDM Framework with Mortality Classifier and Transformer" published at JBHI.

    Python 5 1

  3. multisource_person_reid multisource_person_reid Public

    Person re-identification to observe domain shift. Models trained and tested on the self domain as well as on cross domains(i.e. Models trained on Market1501 and tested on DukeMTMC)

    Python 1 3

  4. Interactive-GradCAM Interactive-GradCAM Public

    Easy to follow GradCAM visualization - Google collab notebooks where you just have to upload the image and mention the target class to get the feature visualization for models trained on COCO and I…

    Jupyter Notebook 2 1

  5. GAN_for_clothes GAN_for_clothes Public

    A simple demonstration of CycleGAN to change the colour of the clothes. Here generated image will have the same object content but different colour. Here domain A and B represent different cloth co…

    Python 1

  6. Cross-Domain-FSL-via-NSAE Cross-Domain-FSL-via-NSAE Public

    PyTorch implementation of Boosting the Generalization Capability in Cross-Domain Few-shot Learning via Noise-enhanced Supervised Autoencoder

    Python 3 1