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| -## STAT GR5243 Fall 2018 Applied Data Science |
| 1 | +## STAT GR5243 Spring 2019 Applied Data Science |
2 | 2 | ### Project 4 Optical Character Recognition (OCR) Post-processing Algorithms Evaluation
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4 | 4 | Adapting published algorithms to address a data problem in your project is a common task in practice. In this project, working in teams, you will implement, evaluate and **compare** a pair of algorithms for **OCR post-processing**.
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@@ -30,13 +30,13 @@ All developments need to be carried out in the group-shared private repo on [htt
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31 | 31 | This is a short project. During the first week, we will give a tutorial in class and having live discussion and brainstorm sessions. The instruction team will join team discussions during class and online.
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32 | 32 |
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| -- week 1 (Nov 7/8): Introduction and project description. An overview of OCR. |
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| -- week 2 (Nov 14/15): Team Q&A on algorithms and evaluation plan. |
35 |
| -- Final presentation (Nov 28/29) |
| 33 | +- week 1 (Mar 27): Introduction and project description. An overview of OCR. |
| 34 | +- week 2 (Apr 3): Team Q&A on algorithms and evaluation plan. |
| 35 | +- Final presentation (Apr 10) |
36 | 36 |
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37 | 37 | ##### Suggested team workflow
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38 | 38 | 1. [wk1] Week 1 is the **reading and coding** week. Read the papers assigned to you, understand the algorithms and start coding up the algorithms; Also load the data into `R` and understand its structure.
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| -2. [wk1] Each team is strongly recommended to demonstrate project progress by posting a project plan with task assignments as issues on GitHub by Nov 14/15. |
| 39 | +2. [wk1] Each team is strongly recommended to demonstrate project progress by posting a project plan with task assignments as issues on GitHub by Apr 3. |
40 | 40 | 4. [wk1] As a team, brainstorm about your evaluation plan.
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41 | 41 | 5. [wk2] Based on the outcomes from week 1's reading and brainstorm sessions, continue coding and start evaluation.
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42 | 42 | 6. [wk2] Week 2 is the **evaluation** week.
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