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AKASH2907/README.md

Hola, I'm Akash Kumar! 👋

  • 🔭 I’m a 5th year Ph.D. student at the University of Central Florida.
  • 🌱 I’m currently working in the area of Limited Labels supervision approaches (Semi/Weakly) for spatio-temporal Video Understanding tasks (Unimodal - Video Action Detection and Multimodal - Spatio-Temporal Video Grounding).

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  1. stable-mean-teacher Public

    AAAI25 Main Technical Track

    1

  2. pi-consistency-activity-detection Public

    End-to-End Semi-Supervised Learning for Video Action Detection [CVPR 2022]

    Python 34 4

  3. semi-sup-active-learning Public

    Official repo for AAAI-24 Main Track - Semi-Supervised Active Learning for Video Action Detection

    Python

  4. project_sunroof_india Public

    Analyzed Google Satellite images to generate a report on individual house rooftop's solar power potential

    Python 137 45

  5. bird_species_classification Public

    Supervised Classification of bird species 🐦 in high resolution images, especially for, Himalayan birds, having diverse species with fairly low amount of labelled data [ICVGIPW'18]

    Python 77 28

  6. deepfakes_video_classification Public

    Deepfakes Video classification via CNN, LSTM, C3D and triplets [IWBF'20]

    Python 68 18