Lifang He's repositories
Augmentor
Image augmentation library in Python for machine learning.
awesome-network-analysis
A curated list of awesome network analysis resources.
Brain-tumor-segmentation
A deep learning based approach for brain tumor MRI segmentation.
ColorMIP_Mask_Search
ColorMIP_Mask_Search plugin for Fiji
connectir
Advanced functional connectivity functions and scripts including ones for connectome-wide association studies.
cvat
Powerful and efficient Computer Vision Annotation Tool (CVAT)
DeepCNF_AUC
Training Conditional Random Fields (CRF) by Maximizing Area Under the ROC Curve (AUC)
Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
DIR-QA
Deformable image registration benchmarking and quality-assurance
gcn
Implementation of Graph Convolutional Networks in TensorFlow
gene-graph-conv
Towards Gene Expression Convolutions using Gene Interaction Graphs
H-DenseUNet
TMI 2018. H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes
img_pipe
Image processing pipeline for ECoG data
intermediate-cnn-features
Feature extraction from videos based on intermediate layers of a Convolutional Neural Network.
Labelbox
Labelbox is the fastest way to annotate data to build and ship computer vision applications.
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
meta-transfer-learning-tensorflow
The TensorFlow implementation for "Meta-Transfer Learning for Few-Shot Learning"
pennai
the Penn AI engine.
predict-opioid-prescribers
A pattern focusing on how to use scikit learn and python in Watson Studio to predict opioid prescribers based off of a 2014 kaggle dataset.
pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
retina-unet
Retina blood vessel segmentation with a convolutional neural network
sd-maskrcnn
Code for SD Mask R-CNN Project
tensorly
TensorLy: Tensor Learning in Python.
trimap_generator
Generating automatic trimap through pixel dilation and strongly-connected-component algorithms
vagan-code
Tensorflow implementation of 'Visual Feature Attribution using Wasserstein GANs'