MahmudulAlam/Image-Classification-Using-CNN

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Python
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Apache License 2.0
Created over 5 years ago
Updated over 1 year ago

MahmudulAlam/Image-Classification-Using-CNN

MahmudulAlam

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A convolutional neural network approach to classify image using the CIFAR-10 image classification dataset.

Unified-Gesture-and-Fingertip-Detection

Unified learning approach for egocentric hand gesture recognition and fingertip detection.

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.

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.

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.

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.

Holographic-Reduced-Representations

Holographic Reduced Representations

Heart-Rate-Tracking

Heart rate tracking using the window method and template matching.

Probability-Distribution-Using-GUI

Calculate and visualize the probability distribution of univariate or bivariate data directly from an Excel file using MATLAB.

Object-Detection-Using-YOLO-Algorithm

Implementation of "you only look once" (YOLO) object detection algorithm employing the pre-trained weights.

Recurrently-Semantic-Segmentation

Recurrent method of semantic segmentation using convolutional LSTM

MATLAB-Code-EEE-212

MATLAB codes from Numerical Technique Laboratory (EEE 212) Course.

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.