Pinned Repositories
ArcusStageControl
A custom MATLAB class and example for controlling any Arcus stage or motor
ColorCorrectionGUI
A simplified image color correction app in MATLAB, No need for deep knowledge of MATLAB programming to run the App
Deep-Learning-seeds-sorting
Goal of the system was to use deep learning object detection to sort watermelon seeds (falling under gravity) based on their ploidy (2x, 3x, and 4x).
Image-Analysis-Beef-Yield-Estimation
Goal of this project was to predict beef carcass 22 yield parameters using image analysis. The code (written in MATLAB, Python) for image processing, feature extraction and multivariate modelling is found in this repository
ImgTiler
ImgTiler is a Python library for tiling and retiling images. It can be used for splitting large images into smaller tiles for other applications like Training Deep Learning models, inference on large images, etc.
Kernza_stems_detection
Description of training kernza stem detection and counting models
ML_ColorCorrection_tool
Perform image color correction based on ML using the color chart (XRite ColorChecker Classic) in an image.
Potato-defect-detection
The project is about detecting defects on potatoes using RGB images and a deep learning classification model.
Preview_Hyperspectral_Imaging_Data
Simple GUI to load, preview, perform PCA and save spectral data from Hyperspectral images
SFM_3D_pipeline
SFM, from Data collection to 3D model
collinswakholi's Repositories
collinswakholi/ML_ColorCorrection_tool
Perform image color correction based on ML using the color chart (XRite ColorChecker Classic) in an image.
collinswakholi/ColorCorrectionGUI
A simplified image color correction app in MATLAB, No need for deep knowledge of MATLAB programming to run the App
collinswakholi/Preview_Hyperspectral_Imaging_Data
Simple GUI to load, preview, perform PCA and save spectral data from Hyperspectral images
collinswakholi/Deep-Learning-seeds-sorting
Goal of the system was to use deep learning object detection to sort watermelon seeds (falling under gravity) based on their ploidy (2x, 3x, and 4x).
collinswakholi/Image-Analysis-Beef-Yield-Estimation
Goal of this project was to predict beef carcass 22 yield parameters using image analysis. The code (written in MATLAB, Python) for image processing, feature extraction and multivariate modelling is found in this repository
collinswakholi/SFM_3D_pipeline
SFM, from Data collection to 3D model
collinswakholi/Potato-defect-detection
The project is about detecting defects on potatoes using RGB images and a deep learning classification model.
collinswakholi/ArcusStageControl
A custom MATLAB class and example for controlling any Arcus stage or motor
collinswakholi/ImgTiler
ImgTiler is a Python library for tiling and retiling images. It can be used for splitting large images into smaller tiles for other applications like Training Deep Learning models, inference on large images, etc.
collinswakholi/Kernza_stems_detection
Description of training kernza stem detection and counting models
collinswakholi/pyK4a_pyQT_test
collinswakholi/QR_Code
Test QR code reader using the openCV WeChat QR code reader
collinswakholi/Stage_Control_CPP
Simplified stage control Cpp
collinswakholi/CudaTest_DL_OpenCV
Test Deep learning object detection with YOLOv5 using a single NVIDIA GPU
collinswakholi/HighSpeed-YOLOv5
YOLOv5 object detection, adopted from "https://ultralytics.com"
collinswakholi/Hyperspectral_imaging_CPP
Software used to collect, Preview and Save hyperspectral imaging data (cameras FX17, PCO panda 4.2, stage Thorlabs LTS300)
collinswakholi/Plant-Phenomics-RGB_HSI
Plant phenotyping system with 2 chambers (RGB imaging and Hyperspectral imaging). The RGB chamber used 2 HikVision MV-CA050-20UC, while the HSI chamber used a PikaNIR from spectronon and an Arcus stage.
collinswakholi/ultralytics
YOLOv8 🚀 in PyTorch > ONNX > CoreML > TFLite