boguss1225

"Legend Never Die" Professional Programmer. A.I. Programmer & Researcher.

UTAS (University of Tasmania) Machine Learning engineerHobart, TAS, Australia

Pinned Repositories

beggiatoa_coverage_estimation
image classification with patch-base inference & training algorithm is used to analyze quantitative coverage of beggiatoa.
Language:Jupyter Notebook0 1 01
CookieJarTest
Cognitive test which is for diagnosing dementia.
Language:HTML2 2 02
csv_to_xml
csv to xml converter for Object detection Anotation (Tensorflow).
Language:Java2 2 00
Iris-Segmentation-Keras
Segmentation models by training publicly available bovine iris datasets, BovineAAEyes80, and comparing combinations of the state-of-art deep learning techniques.
Language:Python0 2 01
mouse_brain_atlas_segmentation
Semantic segmentation of mouse brain atlas using keras; Unet, VGG, & SegNet
Language:Python1 2 00
object-detection-ocean-waste-droneview
object detection of ocean waste from drone view-image
2 1 00
object_detection-near-coast
Object detection for ocean waste debris (Yolov5, Pytorch)
0 1 00
ObjectDetectionGUI
Easy to use, Good looking, Highly utilized, and Light Tensorflow Tool, PygIDE (Python graphical integrated development environment).
Language:Java12 4 14
ObjectDetectionGUI-tf2
Object detection GUI for Tensorflow 2.x. Improved Tensorflow object detection API usability for multi-GPU environment (Linux base).
Language:Python1 2 00
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.
Language:Python0 2 00

boguss1225's Repositories

boguss1225/CookieJarTest
Cognitive test which is for diagnosing dementia.
Language:HTML2 2 02
boguss1225/csv_to_xml
csv to xml converter for Object detection Anotation (Tensorflow).
Language:Java2 2 00
boguss1225/object-detection-ocean-waste-droneview
object detection of ocean waste from drone view-image
2 1 00
boguss1225/csv_regression_n_classification
Comprehensive solution for searching best suit model of regression and classification using a utility python package called 'lazypredict'.
Language:Jupyter Notebook1 2 0
boguss1225/mouse_brain_atlas_segmentation
Semantic segmentation of mouse brain atlas using keras; Unet, VGG, & SegNet
Language:Python1 2 00
boguss1225/object_detection_morphology
Object detection of sperm entities according to morphological classification in microscopic images with diverse magnification using TensorFlow2.
Language:Jupyter Notebook1
boguss1225/beggiatoa_coverage_estimation
image classification with patch-base inference & training algorithm is used to analyze quantitative coverage of beggiatoa.
Language:Jupyter Notebook0 1 01
boguss1225/object_detection-near-coast
Object detection for ocean waste debris (Yolov5, Pytorch)
0 1 00
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.
Language:Python0 2 00
boguss1225/boguss1225
2 02
boguss1225/BoundingBoxCropping
crop labeled images according to xml files
Language:Java
boguss1225/classification-patch-base
Fascinating coverage calculation based on image classification.
Language:Jupyter Notebook
boguss1225/CNN_filter_visualisation
visualise CNN filter of the last Conv2D layer during training process for each epoch
Language:Jupyter Notebook2 0
boguss1225/coloured_mask_to_black
convert one channel black mask into coloured (RGB) mask (.png)
Language:Python
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.
Language:Jupyter Notebook2 0
boguss1225/csv_to_Yolov5_txt
Convert tensorflow2 csv to YOLOv5 txt format.
Language:Python1 0
boguss1225/dementia-speech-react
diagnosis of early dementia using NLP machine learning and speech pathology methodology
Language:JavaScript1 01
boguss1225/dementia-speech-react-server
Language:JavaScript
boguss1225/DR_Butcher_macro
Automatic butchery macro with YOLOv5
1 0
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.
Language:Python0 0
boguss1225/image-segmentation-keras
Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.
Language:Python1 0
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.
Language:Jupyter Notebook2 0
boguss1225/json_to_csv
Simple json to csv converter
Language:Python1 0
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
Language:Jupyter Notebook1 0
boguss1225/Researcher_management_c_charp
comprehensive researcher management program with GUI. Implemented in C#. Users can see researchers' personal details and research records.
Language:C#
boguss1225/supervision
We write your reusable computer vision tools. 💜
boguss1225/TensorFlow2.0_Image_Classification
TensorFlow_2.0 Classification of Various Keras Models.
Language:Python0 01
boguss1225/xml_to_csv
PASCAL VOC XML format -> CSV for tensorflow
Language:Python2 0