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  1. ViCC ViCC Public

    [WACV'22] Code repository for the paper "Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting", https://arxiv.org/abs/2106.10137.

    Python 37 8

  2. ml-demo-fastapi-k8s ml-demo-fastapi-k8s Public

    The project is a machine learning (ML) deployment tutorial and MLOps practice. It deploys a video classification model trained on Kinetics-400 as a simple FastAPI app to Kubernetes with minikube.

    Python 4 2

  3. video-ml-training video-ml-training Public

    This repository serves as an example training pipeline for ML projects. It implements the computer vision task of video classification training on K400-Tiny (a sample subset of Kinetics-400).

    Python 3

  4. Deep-Learning Deep-Learning Public

    Deep Learning methods using MLPs, CNNs and Backpropagation, RNNs, and Deep Generative Models (November, 2019).

    Python 1

  5. Visual-Representation-Learning-Tutorials Visual-Representation-Learning-Tutorials Public

    Project materials for teaching bachelor students about fundamentals on Deep learning, PyTorch, ConvNets & Autoencoder (January, 2021).

    Jupyter Notebook 1 1

  6. 3D-ResNets-PyTorch-TimeCycle 3D-ResNets-PyTorch-TimeCycle Public

    Video classification project using 3DCNNs and multiple self-supervised pretraining tasks (June, 2018).

    Python 1