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talhaanwarch/README.md

Hi there ๐Ÿ‘‹ I am Talha Anwar

Talha Anwar Github Profile

Frameworks I worked with

ML/DL Framework

Pytorch scikit_learn tensorflow pytorchlightning sklearn keras

WEB/API Framework

django fastapi drf

Others

Heroku Heroku MySQL PostgreSQL selenium YouTube Channel Subscribers

Competetions I Participated

Natural Language Processing

OffenseEval2020: Classification of offensive language in Arabic, Turkish, Greek, Danish and English language.
PAN2021: Profiling Hate Speech Spreaders on Twitter in English and Spanish language.

Image Processing

ODIR2019: Multi-label classfication challenge to diangose both eye's disease simultaneously.
RIADD-ISBI-2021 Multi-label classfication challenge to diangose eye disorder upto 35 classes.
ISIC19 Skin cancer identification.
Chest XR COVID-19 Covid Diagnosis from chest Xray. Got 18th position.
PerCovid-19 Covid-19 Infection Percentage Estimation from CT-scan. Got 3rd and 2nd position in public and private leaderboard.

Publications

Journal Papers

  • Remote Diagnosis and Triaging Model for Skin Cancer Using EfficientNet and Extreme Gradient Boosting link Scopus: Q1
  • Using a Deep Learning Model to Explore the Impact of Clinical Data on COVID-19 Diagnosis Using Chest X-ray link Scopus: Q1
  • Citrus Plant Disease Identification using Deep Learning with Multiple Transfer Learning Approaches link
  • Machine Learning Based Real-Time Diagnosis of Mental Stress Using Photoplethysmography link
  • Vehicle Make and Model Recognition Using Mixed Sample Data Augmentation Techniques (accepted IJ-AI)

Conference Papers

  • A Machine Learning approach for Recognizing Intellectual Development Disorder using EEG. link
  • Deep learning based diagnosis of COVID-19 using chest CT-scan images link
  • Effect of Image Augmentation on ECG Image Classification using Deep Learning link
  • Beef quality assessment using AutoML link
  • A Generic Approach for Classification of Psychological Disorders Diagnosis using EEG link
  • Comparison of Loss functions and Optimizers for Multi-class X-ray Bone Segmentation link

Workshop Papers

  • TAC at SemEval-2020 Task 12: Ensembling Approach for Multilingual Offensive Language Identification in Social Media. link
  • Identify Hate Speech Spreaders on Twitter using Transformer Embeddings Features and AutoML Classifiers link
  • COVID19 Diagnosis using AutoML from 3D CT scans link

My Github Activity

Your Repository's Stats

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  1. django-aws-deployment django-aws-deployment Public

    JavaScript 5 4

  2. facedetect facedetect Public

    Forked from sainipray/facedetect

    It'll capture image from your webcam and detect your face. It's also supported real time face detect from webcam video.

    JavaScript 7 1

  3. streamlit-rPPG-app streamlit-rPPG-app Public

    Python webapp to get heart rate value

    Python 5 2

  4. streamlit-llama streamlit-llama Public

    Streamlit chatbot with Llama-2-7B-chat

    Python 28 14

  5. doc_chat doc_chat Public

    Create a production level scalable chat bot to respond from the fed data

    Python 1