Cedric Chee's repositories
realtime-detectron
Real-time Detectron using webcam.
ssd-yolo-retinanet
Multi-class object detection pipeline—Single Shot MultiBox Detector (SSD) + YOLOv3 (real-time) + focal loss (RetinaNet) + Pascal VOC 2007 dataset
pytorch-serving
[UNMAINTAINED] A starter pack for creating a lightweight responsive web app for Fast.AI PyTorch models.
openintercom
An open source modern Intercom alternative.
kaggle-facial-detection
Facial keypoints detection challenge tutorial and solution for Singapore Kaggle ML Challenge meetup.
dawnbench-analysis
DAWNBench analysis of CIFAR-10 time-to-accuracy.
data-science-hacks
A collection of notebooks for engineer practicing machine learning / deep learning through hacking project-based learning.
dockerfile-fastai
Dockerfile for building NVIDIA CUDA image for PyTorch 1.0 and fastai 1.0 deep learning
rl-algorithms
A collection of Reinforcement Learning algorithms.
TGS-SaltNet
Kaggle | 22nd place solution for TGS Salt Identification Challenge
Advanced-React
Starter Files and Solutions for Full Stack Advanced React and GraphQL
AICamera
Demonstration of using Caffe2 inside an Android application.
beauty-net
A simple, flexible, and extensible template for PyTorch. It's beautiful.
BERT-pytorch
Google AI BERT 2018 pytorch implementation
course-v3
The 3rd edition of course.fast.ai - coming in 2019
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
examples
A repository to host extended examples and tutorials
fastai-vision-app
Starter Pack for creating fast responsive Web App for Fast.AI Vision models
fastai_docs
Documentation source for fastai (see http://docs.fast.ai for final docs)
git-commits-to-rescuetime-daily-highlights
An example script to show how to log code commits as Daily Highlights in RescueTime
grokking-pytorch
The Hitchiker's Guide to PyTorch
imgaug
Image augmentation for machine learning experiments.
medicaldetectiontoolkit
Retina U-Net for medical imaging detection toolkit
pretrained-models.pytorch
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
pygdf
Python GPU DataFrame Library
RelativisticGAN
Code for replication of the paper "The relativistic discriminator: a key element missing from standard GAN"
vacay-rental-app
Fullstack app for vacay rental marketplace.