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Zhelin's Projects

alphavantage4j icon alphavantage4j

A Java wrapper to get stock data and stock indicators from the Alpha Vantage API

brats2018-tumor-segmentation icon brats2018-tumor-segmentation

We provide DeepMedic and 3D UNet in pytorch for brain tumore segmentation. We also integrate location information with DeepMedic and 3D UNet by adding additional brain parcellation with original MR images.

c-algorithms icon c-algorithms

An experimental C library of common data structures and algorithms

caffe-segnet icon caffe-segnet

Implementation of SegNet: A Deep Convolutional Encoder-Decoder Architecture for Semantic Pixel-Wise Labelling

computer-science-flash-cards icon computer-science-flash-cards

Mini website for testing both general CS knowledge and enforce coding practice and common algorithm/data structure memorization.

deepmedic icon deepmedic

Efficient Multi-Scale 3D Convolutional Neural Network for Brain Lesion Segmentation

fastcluster icon fastcluster

Fast hierarchical clustering routines for R and Python.

fcn.berkeleyvision.org icon fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

keras_auto icon keras_auto

How to perform Keras hyperparameter optimization x3 faster on TPU for free

leetcode-go icon leetcode-go

✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解

opencv icon opencv

Open Source Computer Vision Library

pcam icon pcam

The PatchCamelyon (PCam) deep learning classification benchmark.

spectre-meltdown-checker icon spectre-meltdown-checker

Spectre, Meltdown, Foreshadow, Fallout, RIDL, ZombieLoad vulnerability/mitigation checker for Linux & BSD

star-traversal icon star-traversal

A greedy algorithm was applied to calculate the path between the stars and provide the total distance to travel based on the HYG (Hipparcos, Yale, Gliese) database (v2.0)

surface-distance icon surface-distance

Library to compute surface distance based performance metrics for segmentation tasks.

talos icon talos

Hyperparameter Optimization for TensorFlow, Keras and PyTorch

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