From aba2cc5cd1c635e57004a8431ba32647b63662d0 Mon Sep 17 00:00:00 2001 From: Priyatham-sai-chand Date: Thu, 1 Apr 2021 16:00:32 +0530 Subject: [PATCH] plotting scale change --- number_recoginition_capstone.ipynb | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/number_recoginition_capstone.ipynb b/number_recoginition_capstone.ipynb index 39e8253..adea14c 100644 --- a/number_recoginition_capstone.ipynb +++ b/number_recoginition_capstone.ipynb @@ -3580,14 +3580,14 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 45, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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