# Effect of Data Augmentation in the Classification and Validation of Tomato Plant Disease with Deep Learning Methods

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/effect-of-data-augmentation-in-the-classification-and-validation-of-tomato-plant/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Shivali Amit Wagle,R Harikrishnan,Jahariah Sampe,Mohammad Faseehuddin,Sawal Hamid Md. Ali |
| Citations | 21 |
| DOI | 10.18280/ts.380609 |
| Fields | Agricultural and Biological Sciences,Chemistry |
| Open Access | true |
| OA Status | bronze |
| OA URL | https://www.iieta.org/download/file/fid/67026 |
| OpenAlex ID | https://openalex.org/W4206643272 |
| Type | article |
| Year | 2021 |

## Paper authors

- [Shivali Amit Wagle](https://scholariq.org/researchers/shivali-amit-wagle/)

## Paper journal

- [Traitement du signal](https://scholariq.org/journals/traitement-du-signal/)

## Paper primary topic

- [Smart Agriculture and AI](https://scholariq.org/topics/smart-agriculture-and-ai/)

## Paper topics

- [Smart Agriculture and AI](https://scholariq.org/topics/smart-agriculture-and-ai/)
- [Spectroscopy and Chemometric Analyses](https://scholariq.org/topics/spectroscopy-and-chemometric-analyses/)
- [Leaf Properties and Growth Measurement](https://scholariq.org/topics/leaf-properties-and-growth-measurement/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.