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image-encoding

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A Light weight deep learning model with with a web application to answer image-based questions with a non-generative approach for the VizWiz grand challenge 2023 by carefully curating the answer vocabulary and adding linear layer on top of Open AI's CLIP model as image and text encoder

  • Updated Jun 27, 2023
  • Jupyter Notebook

This repository is the implementation of the paper: ViT2 - Pre-training Vision Transformers for Visual Times Series Forecasting. ViT2 is a framework designed to address generalization & transfer learning limitations of Time-Series-based forecasting models by encoding the time-series to images using GAF and a modified ViT architecture.

  • Updated Apr 8, 2024
  • Jupyter Notebook

This project represents the implementation of the Enhanced Spatio-Temporal Image Encoding used in the paper "Enhanced Spatio- Temporal Image Encoding for Online Human Activity Recognition" published in the "International Conference on Machine Learning and Applications (ICMLA) 2023".

  • Updated Jul 3, 2024
  • Python
fsi-server-docker-v22

FSI Server Installation Repository - Standalone web server for high-speed automatic image resizing, manipulation and conversion from various formats to JPEG, WebP, PNG or GIF in real time.

  • Updated Sep 6, 2024
  • Shell

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