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siatheindochinese/README.md

(MS) Computer Science (CS) student at University of Central Florida (UCF)

(BSc Hons.) Data Science and Analytics (DSA) from the National University of Singapore (NUS)

|Computer Vision|Machine-Learning|Deep-Learning|

I am currently working on:

  • Video Analytics
  • Spatio-temporal action detection (Open Vocabulary)
  • Weakly/Semi-supervised learning for video action detection

Snippets of my work on open-vocabulary action detection (zero-shot results)

I am interested in:

  • 3D digital representations and scene understanding (SfM, NeRF, Gaussian Splatting)
  • 6DoF pose estimation
  • AR/VR/MR/XR
  • Computer graphics for synthetic data

Snippets of my work on applied 6DPE (3rd image from HoloLens2)

Pinned Loading

  1. rpi4_rs rpi4_rs Public

    Wireless networking for IntelRealsense + RaspberryPi4

    Python 1

  2. LUT_to_K LUT_to_K Public

    Recover a camera intrinsic matrix (K) from a corresponding lookup table (LUT) through numerical optimization.

    Python 6

  3. OnePoseDatasetCollector OnePoseDatasetCollector Public

    Rudimentary custom dataset collector for OnePose

    Python 17 2

  4. OnePose OnePose Public

    Forked from zju3dv/OnePose

    OnePose, modified for private-use case

    Python 7

  5. OVE6D-pose OVE6D-pose Public

    Forked from dingdingcai/OVE6D-pose

    OVE6D, modified for private use-case.

    Jupyter Notebook 2