 | Study programme 2020-2021 | Français | |
| Machine & Deep Learning for Multimedia Retrieval | |||
Learning Activity |
| Code | Lecturer(s) | Associate Lecturer(s) | Subsitute Lecturer(s) et other(s) | Establishment |
|---|---|---|---|---|
| I-ILIA-014 |
|
|
| Language of instruction | Language of assessment | HT(*) | HTPE(*) | HTPS(*) | HR(*) | HD(*) | Term |
|---|---|---|---|---|---|---|---|
| Anglais | Anglais | 18 | 18 | 0 | 0 | 0 | Q1 |
| Organisational online arrangements for the end of Q3 2020-2021 assessments (Covid-19) |
|---|
|
| Description of the modifications to the Q3 2020-2021 assessment procedures (Covid-19) |
| Presentation of a work related to the analysis and development of a Multimedia research engine using Machine and Deep Learning algorithms. |
Organisational arrangements for the end of Q1 2020-2021 assessments (Covid-19) online or face-to-face (according to assessment schedule)
- Oral exam (questions and answers, presentation of individual or group work, comment and argument about a written text...)
- Production of individual or group work, essay, report, dissertation...
Description of the modifications to the Q1 2020-2021 online assessment procedures (Covid-19) online or face-to-face (according to assessment schedule)
Presentation of a work related to the analysis and development of a Multimedia research engine using Machine and Deep Learning algorithms.
Content of Learning Activity
- Content based images retrieval approaches applied to multimedia searches engines
- Large multimedia databases management annotation
- Features extraction using classic methods and convolutional neural networks (CNN).
Required Learning Resources/Tools
Not applicable
Recommended Learning Resources/Tools
Not applicable
Other Recommended Reading
Not applicable
Mode of delivery
- Mixed
Type of Teaching Activity/Activities
- Cours magistraux
- Conférences
- Travaux pratiques
- Travaux de laboratoire
- Projet sur ordinateur
Evaluations
The assessment methods of the Learning Activity (AA) are specified in the course description of the corresponding Educational Component (UE)