Soo-Heang EO's repositories
3D-ResNets-PyTorch
3D ResNets for Action Recognition (CVPR 2018)
dash
Interactive, Reactive Web Apps for Python. Dash Is Productive™
dataset-annotator
Scalable, cross-platform ion-electron app that allows the user to annotate an image dataset.
flownet2-pytorch
Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
gradio-UI
Rapidly create UIs for prototyping your machine learning model in 3 minutes
graphics
TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
handson-ml
도서 "핸즈온 머신러닝"의 예제와 연습문제를 담은 주피터 노트북입니다.
keras-applications
Reference implementations of popular deep learning models.
keras-deeplab-v3-plus
Keras implementation of Deeplab v3+ with pretrained weights
labelme
Image Polygonal Annotation with Python (polygon, rectangle, line, point and image-level flag annotation).
LabelMeAnnotationTool
Source code for the LabelMe annotation tool.
machine-learning-systems-design
A booklet on machine learning systems design with exercises
MedicalNet
Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.
models
Models and examples built with TensorFlow
PyKoSpacing
Automatic Korean word spacing with Python
robot-surgery-segmentation
Wining solution and its improvement for MICCAI 2017 Robotic Instrument Segmentation Sub-Challenge
Semantic-Segmentation-Suite
Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!
SemanticSegmentation_DL
Resources of semantic segmantation based on Deep Learning model
serving
A flexible, high-performance serving system for machine learning models
Sim-to-Real-Virtual-Guidance-for-Robot-Navigation
We present an effective, easy-to-implement, and low-cost modular framework for completing complex navigation tasks.
styleguide
Official code style guide of Rainist
sytleguide
Official code style guide of AISlab
video-classification-3d-cnn-pytorch
Video classification tools using 3D ResNet