MahmudulAlam/Object-Detection-Using-GPM MahmudulAlam/Object-Detection-Using-GPM

  • Stars
    star
    1
  • Language
    Python
  • License
    MIT License
  • Created over 3 years ago
  • Updated almost 3 years ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
MahmudulAlam/Object-Detection-Using-GPM
github

MahmudulAlam

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

A novel real-time multi-class object detection algorithm by generating a 3D tensor of 2D Gaussian probabilistic model (GPM) using CNN.

More Repositories

1

Unified-Gesture-and-Fingertip-Detection

Unified learning approach for egocentric hand gesture recognition and fingertip detection.
Python
238
star
2

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.
Python
90
star
3

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.
MATLAB
47
star
4

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.
44
star
5

Fingertip-Mixed-Reality

Affine transformation virtual 3D object using a finger gesture-based interactive system in the virtual environment.
Python
22
star
6

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.
Python
14
star
7

Holographic-Reduced-Representations

Holographic Reduced Representations
Python
9
star
8

Heart-Rate-Tracking

Heart rate tracking using the window method and template matching.
MATLAB
8
star
9

Image-Classification-Using-CNN

A convolutional neural network approach to classify image using the CIFAR-10 image classification dataset.
Python
5
star
10

Probability-Distribution-Using-GUI

Calculate and visualize the probability distribution of univariate or bivariate data directly from an Excel file using MATLAB.
MATLAB
3
star
11

Object-Detection-Using-YOLO-Algorithm

Implementation of "you only look once" (YOLO) object detection algorithm employing the pre-trained weights.
Python
3
star
12

Recurrently-Semantic-Segmentation

Recurrent method of semantic segmentation using convolutional LSTM
Python
2
star
13

MATLAB-Code-EEE-212

MATLAB codes from Numerical Technique Laboratory (EEE 212) Course.
MATLAB
1
star