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infiniterror's Projects

boundary-loss icon boundary-loss

Official code for "Boundary loss for highly unbalanced segmentation", runner-up for best paper award at MIDL 2019. Extended version in MedIA, volume 67, January 2021.

camera icon camera

It contains tow basic types of camera with respect to MonoCalibration and StereoCalibration. Even though it just a school-level homework, I spend a lot of time in reproducting some important function including cv2.Calibration, cv2.StereoCalibration,etc. What's more, I also accomplish the code of nonlinear optimization, by using L-M. The result ju

dice icon dice

Digital Image Correlation Engine (DICe): a stereo DIC application that runs on a desktop or high performance computing platform (massively parallel)

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

paddle icon paddle

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice (『飞桨』核心框架,深度学习&机器学习高性能单机、分布式训练和跨平台部署)

paddledetection icon paddledetection

Object detection and instance segmentation toolkit based on PaddlePaddle.

paddleseg icon paddleseg

End-to-End Image Segmentation Kits Based on PaddlePaddle. (『飞桨』图像分割开发套件)

sparser-cnn icon sparser-cnn

End-to-End Object Detection with Learnable Proposal

tensorflow-2.x-tutorials icon tensorflow-2.x-tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码,实战教程。

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