Detecting Jute Plant Disease Using Machine Learning

  • Multi-class Support Vector Machine (SVM), Feature Extraction, Hue-based
    Segmentation, Morphological Analysis, Blob Detection, Color Co-occurrence
    paper     code    demo1   demo2


Weld Quality Analysis using Deep Learning from Ultrasonic B-scan

  • Computer Vision, Object Detection, Tensorflow, Transfer Learning, Single Shot
    Multibox Detector, Faster R-CNN, GPU Programming, Signal Processing, DB3
    Database, SQLite

    paper     code


I Taught these AI to Dance using PoseNet and Tensorflow.js

  • PoseNet, Multi-person Pose Estimation,
    Keypoints Extraction, Tensorflow.js, Javascript,



Authenticity Analysis of Opinion and Claim in Online – 3rd Winner, Thales Student Innovation Championship 2018

  • Opinion Mining, Sentiment Analysis, CNN, NLP, End-to-end learning, Android
    Application, t-SNE, Word Embedding, Word2Vec

    project    prototype   news


DonateMe: A Fully Functional Donation Website

  • PHP, HTML, CSS, Javascript, MySQL, Xampp, PHPMyAdmin, Bootstrap,
    Web Hosting, Server-side



Visual Relationship Track using Deep Learning for Vision and NLP

  • Google AI Open Images, Kaggle Challenge, CNN, LSTM, Recurrent Neural
    Network (RNN), DenseCap model, Show and Tell model



Finding Relevant Biomarkers for Prostate Cancer using Feature Selection and Dimensionality Reduction

    • Gene Expression, PCA, LDA, Visualization, Regression, VarianceThreshold,
      Pearson Correlation, Random Forest Classifier, Support Vector Machine (SVM),
      K-fold Cross Validation

      paper     code


Machine learning on Breast Cancer Gene Expression Data

    • Naïve Bayes, Random Forest Classifier, Support Vector Machine (SVM), Random
      Forest Regressor, Support Vector Regressor (SVR), Kernel Ridge Regressor
      (KRR), mRMR, Regularized Linear Model, Recursive Feature Elimination (RFE),
      K-fold Cross Validation, ROC curve, L1-L2 Regularization, ElasticNet

      paper     code


Unsupervised Feature Learning using Different Autoencoders

    • Autoencoder, Denoising Autoencoder, 2D, 3D, Temporal and Multi-Modal
      Unsupervised Feature Learning, Spatial Feature Learning, Deep Convolutional
      Autoencoder, Stacked Sparsed Autoencoder, Recursive Autoencoder