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LPR-Accuracy-Testing
Commit 81ee8dac authored by Bruce's avatar Bruce
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{
"cells": [
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"跳過跳過\n",
"跳過跳過\n",
"失敗,白天\n",
"失敗,白天\n",
"跳過跳過\n",
"失敗,白天\n",
"跳過跳過\n",
"跳過跳過\n",
"失敗,白天\n",
"失敗,白天\n",
"跳過跳過\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"跳過跳過\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"跳過跳過\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"跳過跳過\n",
"跳過跳過\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"跳過跳過\n",
"跳過跳過\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"跳過跳過\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"跳過跳過\n",
"失敗,白天\n",
"跳過跳過\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"跳過跳過\n",
"跳過跳過\n",
"失敗,白天\n",
"跳過跳過\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"跳過跳過\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n",
"跳過跳過\n",
"跳過跳過\n",
"失敗,白天\n",
"失敗,白天\n",
"跳過跳過\n",
"跳過跳過\n",
"失敗,白天\n",
"跳過跳過\n",
"失敗,白天\n",
"失敗,白天\n",
"失敗,白天\n"
]
}
],
"source": [
"import os\n",
"import cv2\n",
"\n",
"src_path=\"./Non_Clas_Samples/in/\"\n",
"\n",
"save_suc=\"./Has_Clas_Samples/suc/\"\n",
"\n",
"save_err=\"./Has_Clas_Samples/fail/\"\n",
"\n",
"Err=0\n",
"\n",
"total=0\n",
"\n",
"suc=0\n",
"\n",
"ignore=0\n",
"\n",
"tag={13:\"成功,\",102:\"失敗,\",96:\"跳過\",100:\"白天\",110:\"黑夜\",114:\"下雨\"}\n",
"\n",
"\n",
"for root,dirnames,filenames in os.walk(src_path):\n",
" for filename in filenames:\n",
" if filename.endswith(\".png\") or filename.endswith(\".jpg\"):\n",
" total+=1\n",
" key=[]\n",
" output=\"\"\n",
" path = os.path.join(root,filename)\n",
" one=cv2.imread(path, cv2.COLOR_BGR2RGB)\n",
" cv2.imshow(filename,one)\n",
" for i in range(2):\n",
" key.append(cv2.waitKey(0))\n",
" try:\n",
" output+=tag[key[-1]]\n",
" except:\n",
" print('你按錯了')\n",
" continue\n",
" if key[0] == 96: ###跳過\n",
" ignore+=1\n",
" elif key[0]==13: ###失敗\n",
" suc+=1\n",
" if key[1]== 100 : #Day 白天\n",
" save=os.path.join(save_suc,\"Day\",filename)\n",
" cv2.imwrite(save,one)\n",
" if key[1]== 110 : #Night 黑夜\n",
" save=os.path.join(save_suc,\"Night\",filename)\n",
" cv2.imwrite(save,one)\n",
" if key[1]== 114 : #Rain 下雨\n",
" save=os.path.join(save_suc,\"Rain\",filename)\n",
" cv2.imwrite(save,one)\n",
" elif key[0]==102: ###失敗\n",
" Err+=1\n",
" if key[1]== 100 : #Day 白天\n",
" save=os.path.join(save_err,\"Day\",filename)\n",
" cv2.imwrite(save,one) \n",
" if key[1]== 110 : #Night 黑夜\n",
" save=os.path.join(save_err,\"Night\",filename)\n",
" cv2.imwrite(save,one)\n",
" if key[1]== 114 : #Rain 下雨\n",
" save=os.path.join(save_err,\"Rain\",filename)\n",
" cv2.imwrite(save,one) \n",
" cv2.destroyAllWindows()\n",
" print(output)\n",
" \n",
" \n",
"print(\"總數：\",total,\"成功：\",suc,\"失敗：\",Err,\"忽略：\",ignore) "
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"成功:Enter 13 失敗:F 102 雨天:R 114 白天:D 100 黑夜:N 110 不正常:~ 96\n"
]
}
],
"source": [
"key=[]\n",
"src=cv2.imread('car787.jpg', cv2.COLOR_BGR2RGB)\n",
"cv2.imshow(\"image\",src)\n",
"for i in range(6):\n",
" key.append(cv2.waitKey(0))\n",
"cv2.destroyAllWindows()\n",
"\n",
"print(\"成功:Enter\",key[0],\"失敗:F\",key[1],\"雨天:R\",key[2],\"白天:D\",key[3],\"黑夜:N\",key[4],\"不正常:~\",key[5])"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"成功:Enter 13 失敗:F 102 雨天:R 114 白天:D 100 黑夜:N 110 不正常:~ 96\n"
]
}
],
"source": []
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'FASU3893_8.png'"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"filename"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"UsageError: Missing filename.\n"
]
}
],
"source": [
"save"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'./Non_Clas_Samples/in/D5260S_6.png'"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"path"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [],
"source": [
"save_suc=os.path.join(\"Has_Clas_Samples/suc/\")"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'Has_Clas_Samples/suc/'"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"save_suc"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"100"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3.6",
"language": "python",
"name": "accuracy_test"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.8"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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