From bd95cb65e5ca24e575a583cab308df752c5500d5 Mon Sep 17 00:00:00 2001 From: naman ajmera Date: Tue, 20 Aug 2019 23:54:26 +0530 Subject: [PATCH] Naman_Ajmera submission: handwritten digits --- .../Hand digit recognizer Research Paper.pdf | Bin 0 -> 427101 bytes naman00398@gmail.com/digit_recoginizer.ipynb | 333 ++++++++++++++++++ 2 files changed, 333 insertions(+) create mode 100644 naman00398@gmail.com/Hand digit recognizer Research Paper.pdf create mode 100644 naman00398@gmail.com/digit_recoginizer.ipynb diff --git a/naman00398@gmail.com/Hand digit recognizer Research Paper.pdf b/naman00398@gmail.com/Hand digit recognizer Research Paper.pdf new file mode 100644 index 0000000000000000000000000000000000000000..d6e134467aad8e8a2eddea17acd0302030fae359 GIT binary patch literal 427101 zcmdqJbzEJ$);5Z?#i11Ug%o#pio3hJySo%Et_6xqad#+I+`YI%aW7h=+y&j;ZO`84 z?DKx__s6|={b=V}bIv3q86!`|NS@@SjDQdo9W@gi^vfFH2M(GJKnt+eGlPTX zwK1gO*LBdfur{WV(KR--2hal_%h5>aS{aiXT2YBgkpXDr9qb(S9Te;g4dtw@9RN(s 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PHXhgeUAMGRI+IyIN3tatyVsXS5eGPSri2rSpvnWhpT4aLIVCHe3YESarzp4d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\nRU5ErkJggg==\n", + "text/plain": [ + "

" + ] + }, + "metadata": { + "tags": [] + } + } + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "e2MiXU4Bbs3l", + "colab_type": "code", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 300 + }, + "outputId": "5b3355c9-59b6-4194-c7d2-363744cb7bd9" + }, + "source": [ + "plt.plot(History.history['acc'],'r', label='train_accuracy')\n", + "plt.plot(History.history['val_acc'],'b', label='validation_accuracy')\n", + "plt.xlabel('Epochs')\n", + "plt.ylabel('Accuracy')\n", + "plt.legend(loc='lower right')" + ], + "execution_count": 8, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "" + ] + }, + "metadata": { + "tags": [] + }, + "execution_count": 8 + }, + { + "output_type": "display_data", + "data": { + "image/png": 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