{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Handwriting Recognition Dataset Analysis\n", "## Complete EDA of IAM Handwriting Dataset" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "✓ Ready\n" ] } ], "source": [ "from datasets import load_dataset\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "import numpy as np\n", "from collections import Counter\n", "import os\n", "\n", "try:\n", " plt.style.use('seaborn-v0_8-darkgrid')\n", "except:\n", " plt.style.use('ggplot')\n", "sns.set_palette(\"husl\")\n", "os.makedirs('charts', exist_ok=True)\n", "\n", "print(\"✓ Ready\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "✓ Loaded 6482 samples\n" ] } ], "source": [ "dataset = load_dataset(\"Teklia/IAM-line\", split='train')\n", "print(f\"✓ Loaded {len(dataset)} samples\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "✓ Chart 1 saved\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Chart 1: Samples\n", "fig, axes = plt.subplots(5, 2, figsize=(18, 15))\n", "axes = axes.flatten()\n", "for i in range(10):\n", " axes[i].imshow(dataset[i]['image'], cmap='gray')\n", " axes[i].set_title(f\"Sample {i+1}: '{dataset[i]['text'][:50]}...'\", fontsize=10)\n", " axes[i].axis('off')\n", "plt.tight_layout()\n", "plt.savefig('charts/01_sample_images.png', dpi=150)\n", "print(\"✓ Chart 1 saved\")\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "✓ Chart 2 saved (min:7, max:69, mean:41.6)\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Chart 2: Text lengths\n", "text_lengths = [len(dataset[i]['text']) for i in range(min(1000, len(dataset)))]\n", "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(16, 6))\n", "ax1.hist(text_lengths, bins=40, edgecolor='black', alpha=0.7, color='steelblue')\n", "ax1.axvline(np.mean(text_lengths), color='red', linestyle='--', label=f'Mean: {np.mean(text_lengths):.1f}')\n", "ax1.set_xlabel('Length')\n", "ax1.set_ylabel('Frequency')\n", "ax1.set_title('Text Length Distribution')\n", "ax1.legend()\n", "ax1.grid(alpha=0.3)\n", "ax2.boxplot(text_lengths)\n", "ax2.set_ylabel('Length')\n", "ax2.set_title('Box Plot')\n", "plt.tight_layout()\n", "plt.savefig('charts/02_text_length_distribution.png', dpi=150)\n", "print(f\"✓ Chart 2 saved (min:{min(text_lengths)}, max:{max(text_lengths)}, mean:{np.mean(text_lengths):.1f})\")\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "✓ Chart 3 saved\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Chart 3: Image dimensions\n", "widths = [dataset[i]['image'].size[0] for i in range(min(500, len(dataset)))]\n", "heights = [dataset[i]['image'].size[1] for i in range(min(500, len(dataset)))]\n", "fig, axes = plt.subplots(2, 2, figsize=(16, 12))\n", "axes[0,0].hist(widths, bins=40, color='coral', alpha=0.7)\n", "axes[0,0].set_title('Width Distribution')\n", "axes[0,1].hist(heights, bins=40, color='lightgreen', alpha=0.7)\n", "axes[0,1].set_title('Height Distribution')\n", "axes[1,0].hist([w/h for w,h in zip(widths,heights)], bins=40, color='skyblue', alpha=0.7)\n", "axes[1,0].set_title('Aspect Ratio')\n", "axes[1,1].scatter(widths, heights, alpha=0.5, s=20, c='purple')\n", "axes[1,1].set_title('Width vs Height')\n", "plt.tight_layout()\n", "plt.savefig('charts/03_image_dimensions.png', dpi=150)\n", "print(\"✓ Chart 3 saved\")\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "✓ Chart 4 saved (unique chars: 75)\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Chart 4: Character frequency\n", "all_chars = Counter()\n", "for i in range(min(1000, len(dataset))):\n", " all_chars.update(dataset[i]['text'])\n", "top30 = all_chars.most_common(30)\n", "chars, counts = zip(*top30)\n", "chars = ['' if c==' ' else c for c in chars]\n", "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(18, 6))\n", "ax1.bar(range(len(chars)), counts, color=plt.cm.tab20c(range(len(chars))), alpha=0.8)\n", "ax1.set_xticks(range(len(chars)))\n", "ax1.set_xticklabels(chars)\n", "ax1.set_title('Top 30 Characters')\n", "top10 = all_chars.most_common(10)\n", "ax2.pie([c for _,c in top10], labels=['' if c==' ' else c for c,_ in top10], autopct='%1.1f%%')\n", "ax2.set_title('Top 10 Distribution')\n", "plt.tight_layout()\n", "plt.savefig('charts/04_character_frequency.png', dpi=150)\n", "print(f\"✓ Chart 4 saved (unique chars: {len(all_chars)})\")\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "✓ Chart 5 saved\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "✓ ALL CHARTS SAVED TO charts/ folder\n" ] } ], "source": [ "# Chart 5: Summary table\n", "fig, ax = plt.subplots(figsize=(12, 8))\n", "ax.axis('off')\n", "data = [\n", " ['Metric', 'Value'],\n", " ['Samples', f\"{min(1000,len(dataset)):,}\"],\n", " ['Text Min/Max/Mean', f\"{min(text_lengths)}/{max(text_lengths)}/{np.mean(text_lengths):.1f}\"],\n", " ['Width Min/Max/Mean', f\"{min(widths)}/{max(widths)}/{np.mean(widths):.0f}px\"],\n", " ['Height Min/Max/Mean', f\"{min(heights)}/{max(heights)}/{np.mean(heights):.0f}px\"],\n", " ['Unique Characters', str(len(all_chars))],\n", "]\n", "table = ax.table(cellText=data, loc='center', cellLoc='left', bbox=[0,0,1,1])\n", "table.auto_set_font_size(False)\n", "table.set_fontsize(12)\n", "table.scale(1,3)\n", "table[(0,0)].set_facecolor('#4CAF50')\n", "table[(0,1)].set_facecolor('#4CAF50')\n", "plt.title('Summary Statistics', fontsize=16, weight='bold', pad=20)\n", "plt.savefig('charts/05_summary_statistics.png', dpi=150)\n", "print(\"✓ Chart 5 saved\")\n", "plt.show()\n", "print(\"\\n✓ ALL CHARTS SAVED TO charts/ folder\")" ] } ], "metadata": { "kernelspec": { "display_name": "venv", "language": "python", "name": "python3" }, "language_info": { "name": "python", "version": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 4 }