로그인
회원가입
Jobs
Job Search
Explore all available job openings across industries and locations.
Company Search
Find your dream jobs categorized by company names.
Themed Jobs
Discover job opportunities organized by specific themes or industries.
Download our App
Tools
Resume
Create your job-winning resume using our free resume builder.
Portfolio
Showcase your skills and projects with a professional portfolio.
Resume
Create your job-winning resume using our free resume builder.
Resume Builder
Make a resume for free.
Resume Templates
Access our extensive library of professional & ready-to-use templates.
Resume Examples
Get inspired by real resume examples to create your own.
Occupation Guide
Access resume writing guides tailored for different professions.
Resume Help
Get expert advice on all things resume from our team of recruitment specialists.
Portfolio
Showcase your skills and projects with a professional portfolio.
Portfolio Maker
Create a professional portfolio to highlight your skills and projects.
Portfolio Gallery
Browse through our collection of real portfolios for inspiration and networking.
Resources
Articles
Read insightful articles on career development, job search strategies, and more.
View All Articles
Job Search Guide
Resume & CV
Cover Letter
Portfolio
Interview Skills
Job Search Tips
Industry & Job Overview
Career Guidance
Career Planning
Career Tools
Career Development
Personal Branding
Success Stories
Success Stories
Business Excellence
People Operations
Recruitment & HR
About CakeResume
People & Culture
News & Updates
Events
Featured Reads
Resume & CV
What to Write in an Email When Sending a Resume [+ Examples & Tips]
Read More
Hire
Talent Search
Find Resumes.
Job Posting
Start for Free.
Recruitment Service
Acquire Talent.
Employer of Record (EOR)
Empower Your Business in Taiwan.
Employer Branding
Build and promote your employer brand.
Pricing
Job Posting Plans
Talent Search Plans
Resume Builder Plans
Build your Network
My Network
Access your personal network connections and manage your contacts.
CakeResume Meet
Expand your professional network by meeting and connecting with other users.
Community
Engage with other users through discussions, forums, and networking events.
Download our App
Build your Network
My Network
Access your personal network connections and manage your contacts.
CakeResume Meet
Expand your professional network by meeting and connecting with other users.
Community
Engage with other users through discussions, forums, and networking events.
로그인
회원가입
Portfolios
游筑鈞
2020 國立臺北大學統計學系專題競賽-佳作
2020 國立臺北大學統計學系專題競賽-佳作
2020 國立臺北大學統計學系專題競賽-佳作
By
游筑鈞
專任研究助理 @ 中央研究院統計科學研究所
・
Taipei, Taiwan
Connect
自己模擬訓練集資料(收集原圖然後用修圖軟體進行修圖進而產生),在這短短的兩個月內,完成了簡易的修圖分類模型,獲得佳作的鼓勵。 研究題目:利用深度學習方法,辨別照片是否曾經過修改 提案名稱 -- 一層一層的揭開照騙的真相 研究摘要 -- 由於影像倫理這個議題日漸受關注,本研究想要透過模擬不同情境下的修圖照片產生資料集,接著利用卷積神經網路進行分類訓練,辨別該張照片是否為原圖或是屬於哪一種修圖?其中我們將使用卷積神經網路(CNN) 訓練多分類模型,分別觀察單一程度及不同程度修圖的照片在模型中的分類表現,並比較。接著,進一步針對分類較差的修圖種類進行分析、探討,並選擇表現較佳的 CNN 框架訓練多標籤分類模型。測試模型辨別單一標籤(一種修圖)與多標籤(兩種修圖)的能力。最後,探討不同影像維度是否影響各種修圖種類在模型中的表現,並提出可能的原因,最後獲得佳作的肯定。 Link:https://drive.google.com/drive/folders/15xk2tWLUF9rTkH6doxZSbl3lpO5tw7_P
Report
Please login to comment.
Post
游筑鈞
Connect
Published: 4월 18일 2021
45
7
0
AI
classify images
classification model
VGG16
Convolutional Neural Network
OpenCV
tensorflow
keras
Deep Learning
Python
Share
Other works from
游筑鈞
2020 第六屆高速公路ETC資料在交通管理之應用競賽(國道交通與事件資 料分析)-第三名
2019 中華郵政大數據競賽(最佳應用獎)