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Projects_StarterCodes/Project4_OCR/doc/project4_desc.md

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## STAT GR5243 Fall 2018 Applied Data Science
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## STAT GR5243 Spring 2019 Applied Data Science
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### Project 4 Optical Character Recognition (OCR) Post-processing Algorithms Evaluation
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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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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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- 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.
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- Final presentation (Nov 28/29)
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- week 1 (Mar 27): Introduction and project description. An overview of OCR.
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- week 2 (Apr 3): Team Q&A on algorithms and evaluation plan.
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- Final presentation (Apr 10)
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##### Suggested team workflow
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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.
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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 Apr 3.
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4. [wk1] As a team, brainstorm about your evaluation plan.
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5. [wk2] Based on the outcomes from week 1's reading and brainstorm sessions, continue coding and start evaluation.
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6. [wk2] Week 2 is the **evaluation** week.

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