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followers: 9.0 following: 2.0 repos: 37.0 gists: 0.0

Name: Xiaoguo

Type: User

Company: Lazada algorithm

Bio: Passionate about data science and deep learning.

Location: Singapore

Xiaoguo's Projects

a-pytorch-tutorial-to-object-detection

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

closerlookfewshot

source code to ICLR'19, 'A Closer Look at Few-shot Classification'

corona-virus-sg

Data-visualization and trend prediction for COVID-19 Singapore and Chinese provinces

data_science_pipeline

A complete data science pipe with my most often used tools

deoldify

A Deep Learning based project for colorizing and restoring old images (and video!)

detect-parkinsons

Detect Parkinson's with hand drawings using machine learning

facial-keypoint-detection

68-facial-keypoints training and prediction

fastai-course-notes-interactive-notebook

This repo contain my notes on FastAI course-v3 including notes and an interactive notebook for experimenting

fastai_get_started

Course note on FastAI course v-3.0 to get you started with this fascinating library

gcp-cloud-vision

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.

gcp-recommendation-systems-with-tensorflow

Practical code for deploying Recommendation systems on Google Cloud Platform

gcp-time-series-and-nlp

Implementations of advanced tensorflow models for time series prediction and Natural Language Processing in GCP

google-cloud-platform-with-tensorflow

Full life cycle of deploying an AI solution in GCP with Tensorflow.

image-captioning-project

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.

image-captioning-with-attention-mechanism

This is a follow up on the Vanilla Image Captioning project based on the tutorial provided by sgrvinod#58(big thanks).

ml_showcase

Showcase of data science and deep learning projects

my-data-science-tool-kit

This repo is a data-science project pipeline that contains many script that can be reused in a myriad of scenarios.

non-english-language-nlp

In this repo, we will be looking at building language models for non-English languages for tasks such as sentiment analysis.

notebook_demo_coronavirus

This is the HTML file for CoronaVirus status in SG and China

pytorch_tricks

The PyTorch techniques and trick that I have stumbled upon during my projects

real-time-facial-detections

A number of mini project relating to capturing facial features from web-camera and process those information for various objectives

ros-ws-acfr

The catkin_ws in ACFR

self-supervised-image-representation-learning.github.io

Apply customised state-of-the-art self-supervised image representation learning to e-commerce challenges

sequence_labeling_project

A NLP project full of useful techniques such as multi-task-training, NER/POS tagging, conditional random fields, highway-networks, etc....

siamese-triplet

Siamese and triplet networks with online pair/triplet mining in PyTorch

single-shot-detection-project

Learning nuts and bolts in practical implementation of SSD with sgrvinod and Jeremy Howard

skin-cancer-detection-with-stacking

Model stacking is applied to traditional skin detection task through vision

surgical-robot-project

path identification and force prediction for endoscopic surgical robot

surgical_robot-ai

A website to demonstrate our research team's work on surgical robot and AI

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