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MNIST-M (tabular)
A flattened version of Mike0307/MNIST-M for tabular learning (XGBoost, AutoGluon, etc.).
Flatten procedure
- Each row's
image(PNG bytes) is decoded with PIL and converted to RGB. - The
32x32x3pixels are flattened in row-major (H, W, C) order into3072features. - Columns:
px_0...px_3071(uint8, 0-255) pluslabel(int). - The original train/test split is preserved:
train.csv,test.csv.
Restoring an image
import pandas as pd, numpy as np
from PIL import Image
row = pd.read_csv("train.csv", nrows=1).iloc[0]
arr = row.drop("label").to_numpy(np.uint8).reshape(32, 32, 3)
Image.fromarray(arr)
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