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  • šŸ‘‹ Hi, Iā€™m @MasterHM-ml
  • šŸ‘€ Iā€™m interested in Deep Learning frameworks mainly in Pytorch, HuggingFace.
  • šŸŒ± Iā€™m currently learning to implementing state of art Computer Vision and NLP research papers.
  • šŸ’žļø Iā€™m looking to collaborate on open source projects about GANs, Multilingual BERT, Detectors.
  • šŸ“« You can reach me by emailing me at [email protected]
  • āš™ļø Currently I'm offering my paid services on Fiverr and implementing very interesting GAN projects.

Muhammad Hamza Munir's Projects

arabert icon arabert

Fine tuning of AraBERT model for Hotel review classification and Rumor detection from Arabic tweets during COVID-19.

attention-based-feature-fusion icon attention-based-feature-fusion

A scratch implementation and extended work of paper "Classification of ocular diseases employing attention-based unilateral and bilateral feature weighting and fusion"

cnn-hog-image-classification icon cnn-hog-image-classification

A scratch implementation of research paper [Convolutional Neural Networks for Facial Expression Recognition](http://cs231n.stanford.edu/reports/2016/pdfs/005_Report.pdf)

cyclegan-1d icon cyclegan-1d

Developing a CycleGAN 4 network model to translate unlabeled signal (going from noisy signals to high quality signals)

deception-detection-on-amazon-reviews-dataset icon deception-detection-on-amazon-reviews-dataset

A SVM model that classifies the reviews as real or fake. Used both the review text and the additional features contained in the data set to build a model that predicted with over 85% accuracy without using any deep learning techniques.

dip-with-yolov5 icon dip-with-yolov5

A research project to exploit the effect of DIP techniques over yolo predictions and accuracy. Target of research was to improve reliability of Yolo models in specialized environments and use cases.

livelossplot icon livelossplot

Live training loss plot in Jupyter Notebook for Keras, PyTorch and others

ml-surveys icon ml-surveys

šŸ“‹ Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

ml-visuals icon ml-visuals

šŸŽØ ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

prefect icon prefect

The easiest way to automate your data

sapgan icon sapgan

Scratch Implementation of "End-to-end chinese landscape painting creation using generative adversarial networks"

sentiment-analysis icon sentiment-analysis

Delivered a sentiment analysis project that train 3 ML models SVM, Random Forest and MNB on 2 different dataset taken from Kaggle.

simpsons-face-detector icon simpsons-face-detector

A simple face detector for the Simpsons Characters. Used on seasons 25-28 it created a database of 9,878 images.

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