Privatdozent Dr. Stefan Bosse
Lehre - Universität Bremen - FB Mathematik & Informatik
Lehre - Universität Bremen - FB Mathematik & Informatik
Lehre - Universität Bremen - FB Mathematik & Informatik
| Wann: | Wintersemester |
|---|---|
| Universität | Siegen, FB Maschinenbau |
| Kürzel | asml3k/afeml3k |
| VAK | |
| Zeit (Online, Sync.) | Donnerstags: 10:00 - 12:00 (und Mittwoch) |
| Format | Hybrider Blockkurs mit Online- und Präsenzveranstaltungen und interaktiven Übungen @home |
| Umfang: | 3 SWS |
| ECTS: | 6 CP |
| Video | Slides | Date | Description |
|---|---|---|---|
| Wiki | - | - | Interaktiver DokuWiki - Diskussionsplattform |
| Video | - | 21.04.20 | Einführung in den Wiki |
| Video Play | - | 22.10.21 | Einführung in die digitalen Übungs- und Laborformate |
| Video A Play A Video B Play B | - | 10.11.21 | Einführung in NoteBook-2 Aufgaben |
| - | afeml3k0.html | 13.10.22 | Module 0: Introduction and Overview |
| - | afeml3kA.html afeml3kA.pdf | 20.10.22 | Module A: Data and Data Features |
| - | afeml3kB.html afeml3kB.pdf | 03.11.22 | Module B: Data Storage and Access |
| - | afeml3kC.pdf | 17.11.22 and 23.11.22 | Module C: Image Processing and Feature Extraction with Cellular Automata and CNN |
| - | afeml3kC.pdf | 17.11.22 and 23.11.22 | Module C: Image Processing and Feature Extraction with Cellular Automata and CNN |
| - | afeml3kDFG.html afeml3kDFG.pdf | 06.12.22 | Module DFG: Introduction to creation and usage of WorkBook projects using DataFlow Graphs and Class Libraries |
| - | workbook.ml.iris.dataflow.json | 14.12.22 | Practical introduction to deployment of WorkBook projects using DataFlow Graphs |
| - | afeml3kD.html afeml3kD.pdf workbook.cnn.digits10.json | 11.01.23 | Module D: Machine Learning in Image Processing: Feature Selection and Convolutional Neural Networks (1) |
| - | afeml3kE.html afeml3kE.pdf workbook.cnn.digits10.json | 18.01.23 | Module E: Convolutional Neural Networks in Computer Vision: Architecture and design principles (with application example) |
| - | afeml3kG.html afeml3kG.pdf workbook.admschliff1.mlimage.json workbook.imagePixelClassifier.json workbook.tjfs.coco.WebWorker.json workbook.tjfs.WebWorker.json | 07.03.23 | Module G: Advanced Object Detection and Classification |
| File | Version | Description |
|---|---|---|
| afeml3k.epub Online | 23.11.2022 | Lecture/Course script (E-Book, continously updated) |
| File | Version | Description |
|---|---|---|
| workbook.experiments1.json | 20.10.2022 | Examples 1 (a/b) using Examples1.sql and Examples2.sql |
| workbook.experiments2.images.json | 3.11.2022 | Examples 2 using Examples2.sql |
| workbook.cai.json | 25.11.2022 | Lesson 3 (Cellular Automata for Image Processing CAI) using ADMSchliff1Samples.sql |
| Examples1.sql | 20.10.2022 | Examples 1 Database |
| Examples2.sql | 20.10.2022 | Examples 2 Database |
| ADMSchliff1Samples.sql | 06.03.2023 | Examples 3 Database |
| Iris.sql | 1.11.2022 | Examples 4 Iris Database |
| workbook.ml.iris.dataflow.json | 6.12.2022 | Example 4 |
| ImagesCracks2022BRSIE2.sql | 06.03.2023 | Examples 5 Database |
| File | Version | Description |
|---|---|---|
| workbook-win32.zip | 1.9.2. 24.11.22 | nwjs+workbook+all plugins, nodejs+sqld (MS Windows x86/32bit); start workbook with start.bat, start sqld with sqld/start.bat |
| workbook-linux64.zip | 1.9.2. 24.11.22 | nwjs+workbook+all plugins, nodejs+sqld (linux 64bit); start workbook with start.sh, start sqld with sqld/start.sh |
| workbook-osx64.zip | 1.9.2. 24.11.22 | nwjs+workbook+all plugins, nodejs+sqld (Mac OSX 64bit); start workbook with start.sh, start sqld with sqld/start.sh |
| workbook.nw | 1.11.1 5.03.23 | WorkBook (requires node webkit nw.js) |
| workbook.html | 1.11.1 5.03.23 | WorkBook (requires Web Browser) |
| workpkg-win32.zip | 10.11.22 | nodejs+sqld+wex (MS Windows x86/32bit) |
| workpkg-lin64.zip | 10.11.22 | nodejs+sqld+wex (Linux 64bit) |
| workpkg-mac64.zip | 10.11.22 | nodejs+sqld+wex (Mac OS X 10.13+ 64 Bit) |
| sqld-win32.zip | 10.11.22 | nodejs+sqld+wex (MS Windows x86/32bit) |
| sqld-linux64.zip | 10.11.22 | nodejs+sqld+wex (Linux 64bit) |
| sqld-osx64.zip | 10.11.22 | nodejs+sqld+wex (Mac OS X 10.13+ 64 Bit) |
| node8.exe | 8.12.0 | nodejs (MS Windows x86/32bit) |
| wex | 1.8.1 | WEX local File Server (requires nodejs)node wex |
| wex | 1.8.1 | WEX Windows 32bit package |
| wex | 1.8.1 | WEX Linux 64bit package |
| sqld | 1.9.1 | SQLD Server (requires nodejs)node sqld |
| sqld-winx86.zip | 1.9.1 | SQLD Server Windows 32bit package |
| sqld-lin64 | 1.9.1 | SQLD Server Linux 64bit package |
| math.plugin | 10.02.23 | Math plugin for WorkBook (requires Web Browser) |
| ml.plugin | 10.02.23 | ML plugin for WorkBook (requires Web Browser) |
| image.plugin | 10.01.23 | Image plugin for WorkBook (requires Web Browser) |
| workshell | 1.23.2 (10.10.2022) | WorkBook Shell (CLI, requires node.js + deasync module or pl3) |
| epub-viewer | 1.1.3 | EPUB Viewer (Java, nur Unix/Linux, epub-viewer EPUB) |
| epublib-tools-viewer-latest.jar | 1.1.3 | EPUB Viewer (Java, java -jar XXX EPUB) |
| Calibre | 3.X-5.X | EPUB Verwaltung und Reader (ebook-reader) |
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