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yijia2012's Projects

cv_toolbox icon cv_toolbox

data preprocess for cv, including data aug (general and cutout) for object detection, KITTI, COCO data to VOC

image-quality-evaluation icon image-quality-evaluation

In multi-center clinical trials, attribute-based quality evaluation is one of the quality control proceedures to assess, normalize and standardize the diagnostic information contained in medical image data from different imaging system manufacturers, different clinical trial sites, and different acquisition protocols before they are fed to automate

keras-unet-deploy icon keras-unet-deploy

Train and test Unet in keras, deploy in openvino (c++), add pybind11 binding (for Python).

open_model_zoo icon open_model_zoo

Pre-trained Deep Learning models and samples (high quality and extremely fast)

plane-fitting icon plane-fitting

We fit a 3D plane from noisy points. In this project, we used SVD to find LSE solution. In addition, RANSAC is used for robustness to outliers.

pose-hg-demo icon pose-hg-demo

Code to test and use the model from "Stacked Hourglass Networks for Human Pose Estimation"

pose-hg-train icon pose-hg-train

Training and experimentation code used for "Stacked Hourglass Networks for Human Pose Estimation"

unet icon unet

unet for image segmentation

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