riven314

putting-nerf-on-a-diet

Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis Implementation

All-of-Statistics-Exercises

This repo documents some of my drafted solutions to the exercises from All of Statistics by Larry Wasserman. This repo only contains solutions to exercises that requires computer experiment. The book is a handy reference to most concepts of statistics.

d435_module

Python module for Realsense D435i camera

DeepLearning-Navigation

Document my capstone project in master programme

End2End-Controllable-Instagram-Captioning

An end-to-end approach to build an image captioning model with engaging captions and controllable attributes

hummingbot

Hummingbot is open source software that helps you build trading bots that run on any exchange or blockchain

PerceptualLoss-FastAI

Implementing "Perceptual Losses for Real-Time Style Transfer and Super-Resolution" with FastAI framework. Apply hook (PyTorch mechanism) to calculate loss.

TweakStory

Deployment repo for the trained stylised-controllable-image-captioning model.

WebCrawler-Collections

WGANGP-Presentation

Materials for my presentation on 17/07/2019 in Hong Kong Machine Learning Meetup. The topic is WGAN-GP (Wasserstein Generative Adversarial Network with Gradient Penalty)

riven314/All-of-Statistics-Exercises

This repo documents some of my drafted solutions to the exercises from All of Statistics by Larry Wasserman. This repo only contains solutions to exercises that requires computer experiment. The book is a handy reference to most concepts of statistics.

riven314/d435_module

Python module for Realsense D435i camera

riven314/WGANGP-Presentation

Materials for my presentation on 17/07/2019 in Hong Kong Machine Learning Meetup. The topic is WGAN-GP (Wasserstein Generative Adversarial Network with Gradient Penalty)

riven314/SelfDrivingCar_Simulator

This repo documents my work on training a CNN model for self-driving car. I deployed fastai framework for model training. I experimented with different models, the first two being pretrained ResNet34 and the CNN proposed by NVIDIA in literature.

riven314/AB3DMOT

Official python implementation for "A Baseline for 3D Multi-Object Tracking"

riven314/AIAlpha

Use unsupervised and supervised learning to predict stocks

riven314/Algo-Exercise

This repo documents my drafted solution to some algorithm exercises. They are mainly written in Python

riven314/awesome-ai-residency

List of AI Residency Programs

riven314/baal

Using approximate bayesian posteriors in deep nets for active learning

riven314/berkeley-stat-157

Homepage for STAT 157 at UC Berkeley

riven314/Classic_Algo_Implementation

This repo collects some of my algorithm or data structure implementation written in Python. They serve as an exercise for enhancing my proficiency in writing algorithm.

riven314/cnn-registration

A image registration method using convolutional neural network features.

riven314/COMP7404_ComputationalIntelligence_MachineLearning

This repo documents my algorithm implementation for the course COMP7404-Computational Intelligence and Machine Learning . Most implementations are written in Python

riven314/d2-net

D2-Net: A Trainable CNN for Joint Description and Detection of Local Features

riven314/Discrete_Optimization

This repo documents my work on the Coursera course - Discrete Optimization

riven314/DressImg_Classifier

riven314/ENetDepth

An extremely fast RGB-D segmentation network

riven314/ENetDepth_TimeAnlysis_Tmp

Temporarily build this repo for analyzing model runtime

riven314/FastAI_Doc

This repo documents my learning outcome in a course organized by fast.ai - Practical Deep Learning for Coders. I am attending the 2nd edition of the course(2018).

riven314/LayoutGAN

A reproducing for article LayoutGAN: Generating Graphic Layouts with Wireframe Discriminators.

riven314/New_GitTest

This repo serves as a trial for using git. Tutorial from: https://www.youtube.com/watch?v=0fKg7e37bQE

riven314/Pytorch-SiamFC

Pytorch implementation of "Fully-Convolutional Siamese Networks for Object Tracking"

riven314/pytorch-unsupervised-segmentation

riven314/RNN_BinaryAddition

Using tensorflow as framework, I created a RNN model for binary addition.

riven314/robustTemplateMatching

Implementation of Robust Template Matching Using Scale-Adaptive Deep Convolutional Features

riven314/semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

riven314/SKU110K_CVPR19

riven314/Stat3612

HKU Stat3612 Data Mining (Statistical Machine Learning)

riven314/Ultra-Light-Fast-Generic-Face-Detector-1MB

💎1MB lightweight face detection model (1MB轻量级人脸检测模型)

riven314/WGAN-GP

Implementation of simple GAN, WGAN and WGAN-GP applying on simulated data for proof of concept