Pinned

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 3 1

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