boguss1225

beggiatoa_coverage_estimation

image classification with patch-base inference & training algorithm is used to analyze quantitative coverage of beggiatoa.

CookieJarTest

Cognitive test which is for diagnosing dementia.

csv_to_xml

csv to xml converter for Object detection Anotation (Tensorflow).

Iris-Segmentation-Keras

Segmentation models by training publicly available bovine iris datasets, BovineAAEyes80, and comparing combinations of the state-of-art deep learning techniques.

mouse_brain_atlas_segmentation

Semantic segmentation of mouse brain atlas using keras; Unet, VGG, & SegNet

object-detection-ocean-waste-droneview

object detection of ocean waste from drone view-image

object_detection-near-coast

Object detection for ocean waste debris (Yolov5, Pytorch)

ObjectDetectionGUI

Easy to use, Good looking, Highly utilized, and Light Tensorflow Tool, PygIDE (Python graphical integrated development environment).

ObjectDetectionGUI-tf2

Object detection GUI for Tensorflow 2.x. Improved Tensorflow object detection API usability for multi-GPU environment (Linux base).

tensorflow-summary-box-addon

Add-on implementation for Tensorflow object detection. Summary table will be displayed at the right upper corner of the inference image.

boguss1225/CookieJarTest

Cognitive test which is for diagnosing dementia.

boguss1225/csv_to_xml

csv to xml converter for Object detection Anotation (Tensorflow).

boguss1225/object-detection-ocean-waste-droneview

object detection of ocean waste from drone view-image

boguss1225/csv_regression_n_classification

Comprehensive solution for searching best suit model of regression and classification using a utility python package called 'lazypredict'.

boguss1225/mouse_brain_atlas_segmentation

Semantic segmentation of mouse brain atlas using keras; Unet, VGG, & SegNet

boguss1225/object_detection_morphology

Object detection of sperm entities according to morphological classification in microscopic images with diverse magnification using TensorFlow2.

boguss1225/beggiatoa_coverage_estimation

image classification with patch-base inference & training algorithm is used to analyze quantitative coverage of beggiatoa.

boguss1225/object_detection-near-coast

Object detection for ocean waste debris (Yolov5, Pytorch)

boguss1225/tensorflow-summary-box-addon

Add-on implementation for Tensorflow object detection. Summary table will be displayed at the right upper corner of the inference image.

boguss1225/boguss1225

boguss1225/BoundingBoxCropping

crop labeled images according to xml files

boguss1225/classification-patch-base

Fascinating coverage calculation based on image classification.

boguss1225/CNN_filter_visualisation

visualise CNN filter of the last Conv2D layer during training process for each epoch

boguss1225/coloured_mask_to_black

convert one channel black mask into coloured (RGB) mask (.png)

boguss1225/context-weighted-segmentation

image segmentation using voting algorithm based on trained classification CNN weight. This methodology allows segmentation to consider context of neighbour pixels on its classification stage.

boguss1225/csv_to_Yolov5_txt

Convert tensorflow2 csv to YOLOv5 txt format.

boguss1225/dementia-speech-react

diagnosis of early dementia using NLP machine learning and speech pathology methodology

boguss1225/dementia-speech-react-server

boguss1225/DR_Butcher_macro

Automatic butchery macro with YOLOv5

boguss1225/FaceSwap-1

Swap face between two photos.

boguss1225/GoPro-Calibration-Distortion-Removal

This project uses Python and OpenCV to calculate the lens distortion of a GoPro and use that information to remove the distortion.

boguss1225/image-segmentation-keras

Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.

boguss1225/image_preprocessing_keras_dataset

image preprocessing applied to Keras dataset generator which is trainable in Tensorflow Keras model and its visualisation to check input image.

boguss1225/json_to_csv

Simple json to csv converter

boguss1225/object_detection_acrosome

Object detecting of acrosome reaction (AR) status according to micro plasma membrane (PM) in sperm images with diverse magnification.

boguss1225/object_detection_torch_vision

object detection using pytorch vision + csv annotation

boguss1225/Researcher_management_c_charp

comprehensive researcher management program with GUI. Implemented in C#. Users can see researchers' personal details and research records.

boguss1225/supervision

We write your reusable computer vision tools. 💜

boguss1225/TensorFlow2.0_Image_Classification

TensorFlow_2.0 Classification of Various Keras Models.

boguss1225/xml_to_csv

PASCAL VOC XML format -> CSV for tensorflow