Link to dataset - https://s3.us-west-1.wasabisys.com/dphi/public-datasets/Data_Sprint_107_Butterfly_Classification/butterflies.zip

The dataset features 75 different classes of Butterflies. The dataset contains about 1000+ labelled images including the validation images. Each image belongs to only one butterfly category and are saved in separate folders of the labelled classes

From the above link you will be able to download a zip file named ‘Butterfly.zip’. After you extract this zip file, you will get four files:

Train - contains all the images that are to be used for training your model. In this folder you will find 75 folders namely - 'SOUTHERN DOGFACE', 'ADONIS', 'BROWN SIPROETA', 'MONARCH','GREEN CELLED CATTLEHEART', 'CAIRNS BIRDWING','EASTERN DAPPLE WHITE', 'RED POSTMAN', 'MANGROVE SKIPPER',which contain the images of the respective butterflies.
Test - contains 2786 images of Butterflies. For these images you are required to make predictions as the respective class names -'SOUTHERN DOGFACE', 'ADONIS', 'BROWN SIPROETA', 'MONARCH','GREEN CELLED CATTLEHEART', 'CAIRNS BIRDWING'.
Testing_set.csv - this is the order of the predictions for each image that is to be submitted on the platform. Make sure the predictions you download are with their image’s filename in the same order as given in this file.
sample_submission: This is a csv file that contains the sample submission for the data sprint.

Saving Prediction File & Sample Submission

You can find more details on how to save a prediction file here: https://discuss.dphi.tech/t/how-to-submit-predictions/548

Etc.

Note that the header name should be ‘label’ else it will throw an evaluation error.

Notebook submission: You should submit a CSV file with a header row and the sample submission can be found below:

filename	label
Image_1.jpg	ADONIS
Image_2.jpg	MILBERTS TORTOISESHELL
Image_3.jpg	CRIMSON PATCH
Image_4.jpg	SOUTHERN DOGFACE
Image_5.jpg	PINE WATCH
Image_6.jpg	IPHICLUS SISTER

Steps to follow to submit your notebook:

Go to the Notebook section on this challenge page
Click on the 'Upload Notebook' button on top left corner as shown in the image below:
Make sure to make the visibility of your notebook as 'public' while uploading the notebook.
Provide Notebook Title, Summary, add some tags, go to next, chose a file and click on Upload.

Data Sprint 107 - Butterfly Image Classification

Challenge Starts

Registration Ends

Challenge Ends