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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

cudatest_dl_opencv

Test Deep learning object detection with YOLOv5 using a single NVIDIA GPU

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).

highspeed-yolov5

YOLOv5 object detection, adopted from "https://ultralytics.com"

hyperspectral_imaging_cpp

Software used to collect, Preview and Save hyperspectral imaging data (cameras FX17, PCO panda 4.2, stage Thorlabs LTS300)

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.

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.

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

pyk4a_pyqt_test

qr_code

Test QR code reader using the openCV WeChat QR code reader

sfm_3d_pipeline

SFM, from Data collection to 3D model

stage_control_cpp

Simplified stage control Cpp

ultralytics

YOLOv8 🚀 in PyTorch > ONNX > CoreML > TFLite