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Hi there, I'm Sime, Dejene Mengistu šŸ‘‹

  • šŸ”­ Iā€™m currently working on data-efficient deep learning-based algorithms for industrial machine vision applications.
  • šŸŒ± Iā€™m currently studying weakly-supervised and unsupervised algorithms for defect segmentation and anomaly detection.
  • šŸ‘Æ Iā€™m looking to collaborate on unsupervised segmentation methods using multi-modal datasets of image, text and audio for general purpose method.
  • šŸ‘Æ I'm also interested in medical image analysis, anomaly detection and machinery fault diagnosis.
  • šŸ“« How to reach me: [email protected]

Other public profiles

LinkedIn ResearchGate ORCID GoogleScholar

Languages and Tools:

python pandas pytorch scikit_learn seaborn tensorflow cplusplus git matlab opencv

djene_mengistu's Projects

afa icon afa

[CVPR 2022] Learning Affinity from Attention: End-to-End Weakly-Supervised Semantic Segmentation with Transformers

alphaclip icon alphaclip

[CVPR 2024] Alpha-CLIP: A CLIP Model Focusing on Wherever You Want

anomalib icon anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

applied-machine-learning icon applied-machine-learning

šŸ“š Papers & tech blogs by companies sharing their work on data science & machine learning in production.

awesome-pytorch-list icon awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

awesome-sota-fer icon awesome-sota-fer

A curated list of facial expression recognition in both 7-emotion classification and affect estimation.

clipseg icon clipseg

This repository contains the code of the CVPR 2022 paper "Image Segmentation Using Text and Image Prompts".

comad icon comad

official code for paper entitled "Component-aware anomaly detection framework for adjustable and logical industrial visual inspection"

darl icon darl

Official repository of "Diffusion Adversarial Representation Learning for Self-supervised Vessel Segmentation", ICLR 2023.

defect_classification icon defect_classification

This repository contains implementation of ResNet for surface defect classification, with detailed analysis of results.

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