zhuyichen's starred repositories
DenseCRF-545
Repo for the final project of EECS-545.
awesome-object-detection
Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html
feature-selector
Feature selector is a tool for dimensionality reduction of machine learning datasets
polyrnn-pp
Inference Code for Polygon-RNN++ (CVPR 2018)
open-solution-data-science-bowl-2018
Open solution to the Data Science Bowl 2018
tf-faster-rcnn
Tensorflow Faster RCNN for Object Detection
Detectron.pytorch
A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.
CapsNet-Tensorflow
A Tensorflow implementation of CapsNet(Capsules Net) in paper Dynamic Routing Between Capsules
gt-nlp-class
Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"
labelImg
LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.
face_recognition
The world's simplest facial recognition api for Python and the command line
NucleiDetectron
7th place solution for the 2018 Data Science Bowl with a score of 0.591
deep-learning-models
Keras code and weights files for popular deep learning models.
ultrasound-nerve-segmentation
Deep Learning Tutorial for Kaggle Ultrasound Nerve Segmentation competition, using Keras
Deeplab-v2--ResNet-101--Tensorflow
An (re-)implementation of DeepLab v2 (ResNet-101) in TensorFlow for semantic image segmentation on the PASCAL VOC 2012 dataset.
ImageAugmentation
Image augmentation for randomly rotating, shearing, translating and changing lighting conditions.
open-solution-toxic-comments
Open solution to the Toxic Comment Classification Challenge
text_classification
all kinds of text classification models and more with deep learning