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aerial-cactus-identification

aiforsea

This repository contains my project of AI for SEA (organised by Grab) challenge.

bachelor_thesis

My Bachelor Thesis (FYP Report)

byog

camera_surveillance

A real-world project that makes use of recent state-of-the-art technologies to perform traffic safety surveillance

characters-detection

Trained on Google Street View images set.

color_game

connect4

A console-based connect four game with three level of computer: easy. hard and extremely hard

cs-61b

deflow

document_classification

dpr

Dense Passage Retriever - is a set of tools and models for open domain Q&A task.

dpr_legacy

DPR code with minimal changes to reproduce paper results and beyond

effective-pandas

Source code for my collection of articles on using pandas.

face_detection

face_recognition

The world's simplest facial recognition api for Python and the command line

facenet

This was cloned from https://github.com/davidsandberg/facenet and used for personal purposes only

facial-keypoint-detection

Uses several techniques of EDA to analysis and handle data-missing. Uses the AlexNet-based model built from scatch to learn and predict facial keypoint detection. Achieved 2.17 RMSE (Root Mean Squared Error) and ranked 25%

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python. Wrapped with custom codes for high-level flexibility.

faster-rcnn

Simple Faster R-CNN (with ResNet as the backbone) implementation with experimental results.

fid

Fusion-in-Decoder code with minimal changes to reproduce paper results and beyond

gans

All implementations of GANs in one repository

hnt4499.github.io

Color Game by Tuyen

image_clustering

Image / Video clustering

keras-applications

Reference implementations of popular deep learning models.

keras-facenet

Facenet implementation by Keras2

latex_gen

A project implementing the idea of generating LaTeX formulas using LSTM

mlcourse.ai

Open Machine Learning Course

oh-my-zsh

🙃 A delightful community-driven (with 1,300+ contributors) framework for managing your zsh configuration. Includes 200+ optional plugins (rails, git, OSX, hub, capistrano, brew, ant, php, python, etc), over 140 themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.

opencv

Open Source Computer Vision Library