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affine_transform

提供的人臉影像，利用affine transform，將人臉的位置轉換到固定位置的 template 上。 output 一張影像，大小為 160 x 190，左右眼位置分別位於這張影像上的 (65, 90) 與 (95, 90)。 鼻尖位於 (80, 120)。

ai_elevator

This is the college project. Combine three recognizer (face , sound face )

aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

barcode-bead-detection

bioimage

nucleus detection and facial edge detection

chatbot_nlp

database

PRODUCT DATABASE

deeplearning

course assignments

drbc

Implement the DrBC approach from Learning to Identify High Betweenness Centrality Nodes from Scratch: A Novel Graph Neural Network Approach. paper : https://arxiv.org/pdf/1905.10418.pdf

escape_room

unity game

flower_classicfication

flower classification

game_progarmming2019

2019 final project with members

gnn_based-model

Implement TextGCN and BERTGCN/BERTGAT/RoBERTaGCN

google-research

Google Research

image_processing

image_registration

Image Registration

long-text-classification-model

implement longformer, bigbird

multitask_deepfashion

Using a pre-trained model, build a deep network that predicts the category and attributes of an item simultaneously. image from : https://drive.google.com/file/d/1alC3j-4yaHfZe4bYkr6M7Snxeru4GzYN/view • Category (multi class classification): 10 • Attribute (multi label classification): 15

nail_segmentation

Implement nail segmentation with unet

operating-system

perl

Course source of Perl 2019

pinball_game

using unity to build a pinball game

pytorchgeometrictutorial

Pytorch Geometric Tutorials

qiongyunchang.github.io

radio_chatbot

基於 NLP 的音樂電台聊天機器人 ( Line )

reversi

final project reversi AI

robert_recurrence_over_bert

pyTorch implementation of Recurrence over BERT (RoBERT) based on this paper https://arxiv.org/abs/1910.10781 and comparison with pyTorch implementation of other Hierarchical Methods (Mean Pooling and Max Pooling) and Truncation Methods (Head Only and Tail Only) presented in this paper https://arxiv.org/abs/1905.05583

rock_paper_scissors

unity game

sentiment-classification

Sentiment Classification using bert

template-matching

template matching