rosejaisil Goto Github PK

analyzing_optical_system_by_using_4f_system

Performed edge detection using optical system with same signal flow as edge detection image processing algorithm. The different here is we used 4F system and modified it to get better result.

block_matching_for_stereo_images

Using a block-matching algorithm based on sum of differences, the corresponding points between two images are found and arrow are used for highlighting. The algorithms works perfectly for most of the cases.

c-first-code

Just refreshing c++ and learning it for image processing application

cnn

All codes related to CNNs

comparitive_study_of_deep_learning_techniques_for_covid_detection_from_the_ct_chest_images

The goal is to compare the performance of the deep learning techniques for detecting Covid from CT Chest Images. The algorithms are tested with the novelty of adding medican filtering and appropriate data augmentation techniques. The models used are pretrained deep neural network like Densenet, Resnet and Vgg nets. The challenge here is to address the issue less number of medical data for the data hungry deep learing techniques.

course_era_guided_project_on_data_augmentation

I did this guided project given by rhyme along with courseera. Its worth the time cause I learnt about data augmentation even more and not stopping there, I got new ideas to apply for!!!

covid19_data_analysis_using_python

Analyzing by correlating the confirmed case data and the happiness of the people in each country!

face-detection-opencv

Face detection using OpenCV and Python

first_flask_app

Just created an app using flask. Looking forward to create computer vision apps!

firstevermlproject

My first ever ML project with ML.

git-1

git_test

guided_project_on_number_image_classification

Number classification in images using tensorflow

hello-world

My first ever Github repository

image_classification_using_cnn_keras

Basic Image classification using CNN.

image_processing_projects

All image processing and image analysis projects.

import-dataset-from-kaggle-to-google-colab

Import dataset from Kaggle to Google Colab

kaggle_competitions

My Kaggle Competition Participation

medical-image-processing

To develop algorithm for the detection of various types of cancer cells.

medical_imaging

Has a class project for segmentation of lung based on internsity thresholing and then labelling.

ml-build-models

Machine Learning practice projects and competitions

mobinenet_v2_for_cifar_dataset

motion_classifier

Classified motion based on momentum using SVM.

opencv

Open Source Computer Vision Library

pink_detector

Upload any image. It will detect pink color.

point_cloud_segmentaion

The objective of this project is to segment point clouds based on different methods such as euclidean distance, plant fit and knn.

rosejaisil

segmentation-algorithms

Exploring all available segmentation algorithm

video_tracking-based-on-correlation

Developed a matched filter-based tracking algorithm to estimate the location of the target (Bouncing ball) in the data stream and also superimposing a bounding box. The algorithm yielded an accuracy of about 90%.