# Aerial Cactus Identification — Data

来源：https://www.kaggle.com/competitions/aerial-cactus-identification/data

采集时间：2026-10-19T17:02:22Z

This dataset contains a large number of 32 x 32 thumbnail images containing aerial photos of a columnar cactus (Neobuxbaumia tetetzo). Kaggle has resized the images from the original dataset to make them uniform in size. The file name of an image corresponds to its `id`.

You must create a classifier capable of predicting whether an images contains a cactus.

## Files

*   **train/** - the training set images
*   **test/** - the test set images (you must predict the labels of these)
*   **train.csv** - the training set labels, indicates whether the image has a cactus (`has_cactus = 1`)
*   **sample_submission.csv** - a sample submission file in the correct format