Ghana Crop Disease Detection Challenge 🌾

Ghana Crop Disease Detection Challenge

Helping Ghana

$8 000 USD

Challenge completed 11 months ago

Skills you will learn

Computer Vision

Object Detection

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Start

Oct 04, 24

Dec 15, 24

Reveal

Dec 15, 24

About

You have been provided with an image dataset that includes images of corn, pepper, and tomato crops sourced from farms in Ghana.

Data license: CC BY 4.0 ATTRIBUTION 4.0 INTERNATIONAL

Each image in the training set is annotated with bounding boxes indicating the presence and type of diseases. The training set contains images where multiple diseases might be present, each annotated separately.

The test set introduces images that may contain new diseases not present in the training set, and the bounding boxes are removed.

You can download the full image dataset here.

Files

Description

Files

Test resembles Train.csv but without the target-related columns. This is the dataset on which you will apply your model to.

Train contains the target. This is the dataset that you will use to train your model.

This is a starter notebook to help you make your first submission.

Is an example of what your submission file should look like. The order of the rows does not matter, but the names of the "ID" must be correct.

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