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panxipeng's Projects

triple_u-net icon triple_u-net

The code of Triple U-net: Hematoxylin-aware Nuclei Segmentation with Progressive Dense Feature Aggregation.

triplet-net icon triplet-net

Keras implementation of "Deep Learning using Triplet Network" by Hoffer and Ailon. https://arxiv.org/pdf/1412.6622.pdf

triplet-reid icon triplet-reid

Code for reproducing the results of our "In Defense of the Triplet Loss for Person Re-Identification" paper.

tx100_compath icon tx100_compath

statistical analyses and figures code provided for the publication "Geospatial immune variability illuminates differential evolution of lung adenocarcinoma"

unet icon unet

unet for image segmentation

vegan icon vegan

VEGAN: Unsupervised Meta-learning of Figure-Ground Segmentation via Imitating Visual Effects

vin icon vin

Value Iteration Networks

vin-keras icon vin-keras

This is an implimentation of Value Iteration Networks (NIPS2016 best paper) in keras

weight-share icon weight-share

Demonstration of training deep CNN's using Weight Share

xgboost icon xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

ynet icon ynet

Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images

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