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Name: Xiaoguo
Type: User
Company: Lazada algorithm
Bio: Passionate about data science and deep learning.
Location: Singapore
Name: Xiaoguo
Type: User
Company: Lazada algorithm
Bio: Passionate about data science and deep learning.
Location: Singapore
SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection
source code to ICLR'19, 'A Closer Look at Few-shot Classification'
Data-visualization and trend prediction for COVID-19 Singapore and Chinese provinces
A complete data science pipe with my most often used tools
A Deep Learning based project for colorizing and restoring old images (and video!)
Detect Parkinson's with hand drawings using machine learning
68-facial-keypoints training and prediction
This repo contain my notes on FastAI course-v3 including notes and an interactive notebook for experimenting
Course note on FastAI course v-3.0 to get you started with this fascinating library
Serving vision models on Google Cloud Platform. Guides on Cloud Vision API and AutoML Vision
real-world production ML systems are large ecosystems of which a robust model code itself is just a small part.n this project, we will be learning good characteristics that make for good ML system beyond its ability to make good predictions.
Practical code for deploying Recommendation systems on Google Cloud Platform
Implementations of advanced tensorflow models for time series prediction and Natural Language Processing in GCP
Full life cycle of deploying an AI solution in GCP with Tensorflow.
This project builds on the Microsoft COCO data-set captioning task. The objective is to devise a neural network that takes in an image and produces a sequence of words describing that input image.
This is a follow up on the Vanilla Image Captioning project based on the tutorial provided by sgrvinod#58(big thanks).
Showcase of data science and deep learning projects
This repo is a data-science project pipeline that contains many script that can be reused in a myriad of scenarios.
In this repo, we will be looking at building language models for non-English languages for tasks such as sentiment analysis.
This is the HTML file for CoronaVirus status in SG and China
The PyTorch techniques and trick that I have stumbled upon during my projects
A number of mini project relating to capturing facial features from web-camera and process those information for various objectives
The catkin_ws in ACFR
Apply customised state-of-the-art self-supervised image representation learning to e-commerce challenges
A NLP project full of useful techniques such as multi-task-training, NER/POS tagging, conditional random fields, highway-networks, etc....
Siamese and triplet networks with online pair/triplet mining in PyTorch
Learning nuts and bolts in practical implementation of SSD with sgrvinod and Jeremy Howard
Model stacking is applied to traditional skin detection task through vision
path identification and force prediction for endoscopic surgical robot
A website to demonstrate our research team's work on surgical robot and AI
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.