{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"%load_ext autoreload\n",
"%autoreload 2\n",
"\n",
"%matplotlib inline\n",
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"\n",
"from importlib.util import find_spec\n",
"if find_spec(\"text_recognizer\") is None:\n",
" import sys\n",
" sys.path.append('..')\n",
"\n",
"from text_recognizer.data.iam_lines import IAMLines"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"!ulimit -n 65000"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"IAM Lines dataset\n",
"Num classes: 83\n",
"Input dims: (1, 56, 1024)\n",
"Output dims: (89, 1)\n",
"Train/val/test sizes: 9116, 2279, 1958\n",
"Train Batch x stats: (torch.Size([128, 1, 56, 1024]), torch.float32, tensor(0.), tensor(0.0329), tensor(0.1008), tensor(0.9529))\n",
"Train Batch y stats: (torch.Size([128, 89]), torch.int64, tensor(1), tensor(81))\n",
"Test Batch x stats: (torch.Size([128, 1, 56, 1024]), torch.float32, tensor(0.), tensor(0.0274), tensor(0.0882), tensor(0.9059))\n",
"Test Batch y stats: (torch.Size([128, 89]), torch.int64, tensor(1), tensor(82))\n",
"\n"
]
}
],
"source": [
"dataset = IAMLines(augment=False)\n",
"dataset.prepare_data()\n",
"dataset.setup()\n",
"print(dataset)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'Mr. Brown, passionate and warm-hearted,'"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"def convert_y_label_to_string(y, dataset=dataset):\n",
" return ''.join([dataset.mapping[i] for i in y if i != 3])\n",
"\n",
"convert_y_label_to_string(dataset.data_train[0][1])"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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