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ardianumam

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This is the final project for the Deep Learning class, NCTU - Fall 2020. The objective is to build a robot to win a line-following competition. Our team won first place out of 10 teams.

Tensorflow-TensorRT

This repository is for my YT video series about optimizing a Tensorflow deep learning model using TensorRT. We demonstrate optimizing LeNet-like model and YOLOv3 model, and get 3.7x and 1.5x faster for the former and the latter, respectively, compared to the original models.

Jupyter Notebook

303

compilations

This repository contains compilation of some chosen topics.

Jupyter Notebook

Data-Mining-and-Big-Data-Analytics-Book

This repository is made for my book: "Data Mining and Big Data Analytics". It contains all the codes and the dataset used in the book.

Jupyter Notebook

Machine-Learning-From-The-Scratch

This repository folder is intended for my video series "Machine Learning from The Scratch using Python" in my YouTube channel.

Python

PointMixSwap

This is the official repository of our ECCV 2022 paper, "Point MixSwap: Attentional Point Cloud Mixing via Swapping Matched Structural Divisions".

Python

PartDistill

Python

Image-Processing-Computer-Vision-Video-Series

This repository folder is intended for my video series about "Image Processing and Computer Vision" in my YouTube channel.

C++

BanknotesRecognition

Repository for our VCIP 2018 paper, 'A Light Deep Learning Based Method for Bank Serial Number Recognition'. It contains all the dataset with the code.

Python

pointcloud-copart-segmentation

ardianumam/dl-2020-final-project

ardianumam

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