MahmudulAlam
Ex-Intern @ Amazon Web Services (AWS), Analog Devices Inc. (ADI) 🎯 Machine Learning 🌟 Ph.D. in CS at UMBC 🎓
UMBCBaltimore, MD, USA
Pinned Repositories
HGConv
HGConv: Holographic Global Convolutional Networks
Hrrformer
Hrrformer: A Neuro-symbolic Self-attention Model (ICML23)
A-Complete-Digital-Communication-System
A simulation of a complete digital communication system with different modulation schemes in MATLAB for transmitting and receiving text messages.
Automatic-Identification-and-Counting-of-Blood-Cells
Machine learning approach of automatic identification and counting of blood cells (RBC, WBC, and Platelet) with KNN and IOU based verification.
Complete-Blood-Cell-Count-Dataset
The complete blood count (CBC) dataset contains a total of 360 blood smear images of red blood cells (RBCs), white blood cells (WBCs), and Platelets with annotations.
Fingertip-Mixed-Reality
Affine transformation virtual 3D object using a finger gesture-based interactive system in the virtual environment.
Heart-Rate-Tracking
Heart rate tracking using the window method and template matching.
Holographic-Reduced-Representations
Holographic Reduced Representations
TI1K-Dataset
Thumb Index 1000 (TI1K) is a dataset of 1000 hand images with the hand bounding box, and thumb and index fingertip positions including the natural movement of thumb and index finger.
Unified-Gesture-and-Fingertip-Detection
Unified learning approach for egocentric hand gesture recognition and fingertip detection.
MahmudulAlam's Repositories
MahmudulAlam/Unified-Gesture-and-Fingertip-Detection
Unified learning approach for egocentric hand gesture recognition and fingertip detection.
MahmudulAlam/Automatic-Identification-and-Counting-of-Blood-Cells
Machine learning approach of automatic identification and counting of blood cells (RBC, WBC, and Platelet) with KNN and IOU based verification.
MahmudulAlam/Complete-Blood-Cell-Count-Dataset
The complete blood count (CBC) dataset contains a total of 360 blood smear images of red blood cells (RBCs), white blood cells (WBCs), and Platelets with annotations.
MahmudulAlam/A-Complete-Digital-Communication-System
A simulation of a complete digital communication system with different modulation schemes in MATLAB for transmitting and receiving text messages.
MahmudulAlam/Fingertip-Mixed-Reality
Affine transformation virtual 3D object using a finger gesture-based interactive system in the virtual environment.
MahmudulAlam/Holographic-Reduced-Representations
Holographic Reduced Representations
MahmudulAlam/TI1K-Dataset
Thumb Index 1000 (TI1K) is a dataset of 1000 hand images with the hand bounding box, and thumb and index fingertip positions including the natural movement of thumb and index finger.
MahmudulAlam/Heart-Rate-Tracking
Heart rate tracking using the window method and template matching.
MahmudulAlam/Image-Classification-Using-CNN
A convolutional neural network approach to classify image using the CIFAR-10 image classification dataset.
MahmudulAlam/Differential-Diagnosis-Using-Transformers
DDxT: Deep Generative Transformer Models for Differential Diagnosis
MahmudulAlam/Object-Detection-Using-YOLO-Algorithm
Implementation of "you only look once" (YOLO) object detection algorithm employing the pre-trained weights.
MahmudulAlam/Probability-Distribution-Using-GUI
Calculate and visualize the probability distribution of univariate or bivariate data directly from an Excel file using MATLAB.
MahmudulAlam/Recurrently-Semantic-Segmentation
Recurrent method of semantic segmentation using convolutional LSTM
MahmudulAlam/MATLAB-Code-EEE-212
MATLAB codes from Numerical Technique Laboratory (EEE 212) Course.
MahmudulAlam/Object-Detection-Using-GPM
A novel real-time multi-class object detection algorithm by generating a 3D tensor of 2D Gaussian probabilistic model (GPM) using CNN.
MahmudulAlam/Subitizing
Towards Generalization in Subitizing with Neuro-Symbolic Loss using Holographic Reduced Representations
MahmudulAlam/LNN
A Neural = Symbolic framework for sound and complete weighted real-value logic
MahmudulAlam/MahmudulAlam
MahmudulAlam/mahmudulalam.github.io
My personal website!
MahmudulAlam/Sentiment-Analysis-of-Tweets
Sentiment Analysis of Tweets using Transformers🦜