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dsm:assignments:01 [2025/10/05 19:52] emilian.radoi [Project] |
dsm:assignments:01 [2025/11/20 16:31] (current) andrei.niculae1004 |
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| === Milestones and Deliverables === | === Milestones and Deliverables === | ||
| - | == 1. M1 (04.11.24) - Related Work / State-of-the-Art Review + Presentation (1p) == | + | == 1. M1 (03.11.25) - Related Work / State-of-the-Art Review + Presentation (1p) == |
| * **Objective**: Establish the research context by reviewing and summarising related work (existing studies and relevant literature related to your topic). | * **Objective**: Establish the research context by reviewing and summarising related work (existing studies and relevant literature related to your topic). | ||
| * **Action Items**: | * **Action Items**: | ||
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| * Evaluate papers based on the **number of citations** (though newer papers may have fewer), year of publication and author credibility. | * Evaluate papers based on the **number of citations** (though newer papers may have fewer), year of publication and author credibility. | ||
| * Choose a topic that truly interests you. It will make the research process more engaging and enjoyable. | * Choose a topic that truly interests you. It will make the research process more engaging and enjoyable. | ||
| - | * **Upload M1 (Documentation)**: [[https://curs.upb.ro/2024/mod/assign/view.php?id=49434|Upload]] must contain title and authors. | + | * **Upload M1 (Documentation)**: [[https://curs.upb.ro/2025/mod/assign/view.php?id=24449|Upload]] must contain title and authors. |
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| - | == 2. M2 (18.11.24) - Dataset Collection and Baseline Results (1p) == | + | == 2. M2 (24.11.25) - Dataset Collection and Baseline Results (1p) == |
| * **Objective**: Obtain the datasets required for your project and implement a baseline model for comparison. | * **Objective**: Obtain the datasets required for your project and implement a baseline model for comparison. | ||
| * **Action Items**: | * **Action Items**: | ||
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| * **(0.3p) Initial results**: Presentation of baseline performance results | * **(0.3p) Initial results**: Presentation of baseline performance results | ||
| * **(0.1p) Result analysis**: Interpretation and insights from the obtained results. | * **(0.1p) Result analysis**: Interpretation and insights from the obtained results. | ||
| - | * **Upload M2 (Documentation)**: [[https://curs.upb.ro/2024/mod/assign/view.php?id=49438|Upload]] must contain title and authors. | + | * **Upload M2 (Documentation and Code)**: [[https://curs.upb.ro/2025/mod/assign/view.php?id=24452|Upload]] must contain title and authors. |
| - | == 3. M3 (18.12.24) - Own Contribution (1p) == | + | == 3. M3 (15.12.25) - Own Contribution (1p) == |
| * **Objective**: Develop and implement your original contribution to the field, either by addressing a new research problem or improving an existing approach. | * **Objective**: Develop and implement your original contribution to the field, either by addressing a new research problem or improving an existing approach. | ||
| * **Types of contributions**: | * **Types of contributions**: | ||
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| * (0.5p) Implementation and results on selected dataset/s. | * (0.5p) Implementation and results on selected dataset/s. | ||
| * (0.2p) Result analysis, and comparison with the baseline. | * (0.2p) Result analysis, and comparison with the baseline. | ||
| - | * **Upload M3 (Documentation and Code)**: [[https://curs.upb.ro/2024/mod/assign/view.php?id=49446|Upload]] must contain title and authors. | + | * **Upload M3 (Documentation and Code)**: [[https://curs.upb.ro/2025/mod/assign/view.php?id=24454|Upload]] must contain title and authors. |
| - | == 4. M4 (08.01.25) - Final paper + Presentation (1p) == | + | == 4. M4 (12.01.25) - Final paper + Presentation (1p) == |
| * **Objective**: Compile your project into a well-organised academic report. | * **Objective**: Compile your project into a well-organised academic report. | ||
| * **Action Items**: | * **Action Items**: | ||
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| * **Presentations tips**: create well-polished slides with clear visuals, including figures, graphs and performance metrics. | * **Presentations tips**: create well-polished slides with clear visuals, including figures, graphs and performance metrics. | ||
| * **Evaluation**: The presentation will be graded based on clarity, depth of explanation, the quality of results and the Q&A section. The final project grade will be weighted based on the presentation quality. | * **Evaluation**: The presentation will be graded based on clarity, depth of explanation, the quality of results and the Q&A section. The final project grade will be weighted based on the presentation quality. | ||
| - | * **Upload M4 (Documentation and Slides)**: [[https://curs.upb.ro/2024/mod/assign/view.php?id=49445|Upload]] must contain title and authors. | + | * **Upload M4 (Documentation and Slides)**: [[https://curs.upb.ro/2025/mod/assign/view.php?id=24456|Upload]] must contain title and authors. |
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| * M1 and M4 will have their grade (G) scaled by the score of the presentation (P): TOTAL = G * P | * M1 and M4 will have their grade (G) scaled by the score of the presentation (P): TOTAL = G * P | ||
| - | === Examples of Project Ideas === | + | ---- |
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| + | ==== Examples of Project Ideas ==== | ||
| === 1. Bad Posture Detection === | === 1. Bad Posture Detection === | ||