Microsoft Azure Cognitive servisi Görüntü İşleme API'si kullanılarak resim analizi ve resimden metin okuma üzerine başlangıç Node.js projesi https://medium.com/@yakupad/biz-bak%C4%B1yoruz-peki-azure-ne-g%C3%B6r%C3%BCyor-6b2f26282e37
- Resim Analizi (Analyze an Image)
- Önizleme Resmi Yaratma (Generate a thumbnail)
- Resimden Metin Okuma (Extract printed text (OCR))
Bu özellik için Google resimlerden bulduğum kız kulesi resmini servise analize gönderdim ve sonuç aşağıdaki gibi.Bence sonuçlar mükemmel!
{
"categories": [
{
"name": "building_",
"score": 0.95703125,
"detail": {
"landmarks": [
{
"name": "Maiden's Tower",
"confidence": 0.999829888343811
}
]
}
},
{
"name": "outdoor_",
"score": 0.01171875,
"detail": {
"landmarks": [
{
"name": "Maiden's Tower",
"confidence": 0.999829888343811
}
]
}
}
],
"description": {
"tags": [
"outdoor",
"water",
"boat",
"light",
"ship",
"building",
"large",
"city",
"yellow",
"cloudy",
"view",
"body",
"lake",
"front",
"sitting",
"river",
"ocean",
"night",
"tower",
"riding",
"train",
"sunset",
"white",
"traffic"
],
"captions": [
{
"text": "a large ship in a body of water with Maiden's Tower in the background",
"confidence": 0.7372955067089553
}
]
},
"color": {
"dominantColorForeground": "Brown",
"dominantColorBackground": "Black",
"dominantColors": [],
"accentColor": "C0AF0B",
"isBwImg": false
},
"requestId": "23840ac5-e00e-461a-a9e6-6261007fb63b",
"metadata": {
"height": 2848,
"width": 4288,
"format": "Jpeg"
}
}Akıllı kırpma uygulayarak, özgün resmin en boy oranını değiştiren küçük resimleri istediğiniz bölgeyi kaybetmeden oluşturun.
{
"language": "tr",
"orientation": "Up",
"textAngle": 0,
"regions": [
{
"boundingBox": "136,430,2190,2788",
"lines": [
{
"boundingBox": "358,430,1707,226",
"words": [
{
"boundingBox": "358,430,953,187",
"text": "İSTİKLAL"
},
{
"boundingBox": "1409,465,656,191",
"text": "MARŞI"
}
]
},
{
"boundingBox": "167,800,2114,123",
"words": [
{
"boundingBox": "167,800,351,119",
"text": "Korkma,"
},
{
"boundingBox": "562,804,326,95",
"text": "sönmez"
},
{
"boundingBox": "931,800,94,99",
"text": "bu"
},
{
"boundingBox": "1069,800,443,123",
"text": "şafaklarda"
},
{
"boundingBox": "1554,804,248,118",
"text": "yüzen"
},
{
"boundingBox": "1846,800,65,99",
"text": "al"
},
{
"boundingBox": "1955,800,326,119",
"text": "sancak;"
}
]
},
{
"boundingBox": "164,1008,2162,122",
"words": [
{
"boundingBox": "164,1009,450,98",
"text": "Sönmeden"
},
{
"boundingBox": "656,1008,436,122",
"text": "yurdumun"
},
{
"boundingBox": "1139,1008,340,99",
"text": "üstünde"
},
{
"boundingBox": "1518,1012,221,95",
"text": "tüten"
},
{
"boundingBox": "1783,1033,95,73",
"text": "en"
},
{
"boundingBox": "1922,1033,141,74",
"text": "son"
},
{
"boundingBox": "2107,1008,219,99",
"text": "ocak."
}
]
},
{
"boundingBox": "164,1217,1783,122",
"words": [
{
"boundingBox": "164,1219,57,96",
"text": "0"
},
{
"boundingBox": "265,1217,255,98",
"text": "benim"
},
{
"boundingBox": "566,1217,419,98",
"text": "milletimin"
},
{
"boundingBox": "1027,1217,380,122",
"text": "yıldızıdır,"
},
{
"boundingBox": "1454,1217,493,122",
"text": "parlayacak;"
}
]
},
{
"boundingBox": "164,1425,1780,119",
"words": [
{
"boundingBox": "164,1427,57,97",
"text": "0"
},
{
"boundingBox": "265,1425,393,119",
"text": "benimdir,"
},
{
"boundingBox": "701,1450,44,74",
"text": "o"
},
{
"boundingBox": "789,1425,254,99",
"text": "benim"
},
{
"boundingBox": "1090,1425,543,99",
"text": "milletimindir"
},
{
"boundingBox": "1670,1425,274,99",
"text": "ancak,"
}
]
},
{
"boundingBox": "136,1870,1963,123",
"words": [
{
"boundingBox": "136,1873,304,120",
"text": "çatma,"
},
{
"boundingBox": "487,1871,289,98",
"text": "kurban"
},
{
"boundingBox": "821,1870,310,122",
"text": "olayım,"
},
{
"boundingBox": "1174,1870,310,123",
"text": "çehreni"
},
{
"boundingBox": "1528,1895,96,97",
"text": "ey"
},
{
"boundingBox": "1666,1870,188,99",
"text": "nazlı"
},
{
"boundingBox": "1901,1870,198,99",
"text": "hilal!"
}
]
},
{
"boundingBox": "139,2079,2126,122",
"words": [
{
"boundingBox": "139,2079,428,98",
"text": "Kahraman"
},
{
"boundingBox": "614,2079,260,98",
"text": "ırkıma"
},
{
"boundingBox": "921,2079,109,98",
"text": "bir"
},
{
"boundingBox": "1067,2079,152,122",
"text": "gül!"
},
{
"boundingBox": "1271,2083,104,94",
"text": "Ne"
},
{
"boundingBox": "1419,2079,93,98",
"text": "bu"
},
{
"boundingBox": "1556,2079,287,122",
"text": "şiddet,"
},
{
"boundingBox": "1889,2079,94,98",
"text": "bu"
},
{
"boundingBox": "2027,2079,238,98",
"text": "celal?"
}
]
},
{
"boundingBox": "137,2287,1909,119",
"words": [
{
"boundingBox": "137,2290,205,95",
"text": "Sana"
},
{
"boundingBox": "386,2287,251,98",
"text": "olmaz"
},
{
"boundingBox": "677,2287,333,98",
"text": "dökülen"
},
{
"boundingBox": "1057,2287,442,98",
"text": "kanlarımız"
},
{
"boundingBox": "1539,2312,230,73",
"text": "sonra"
},
{
"boundingBox": "1816,2287,230,119",
"text": "helal;"
}
]
},
{
"boundingBox": "139,2495,1821,122",
"words": [
{
"boundingBox": "139,2495,368,120",
"text": "Hakkıdır,"
},
{
"boundingBox": "554,2495,281,99",
"text": "Hakk'a"
},
{
"boundingBox": "877,2503,272,114",
"text": "tapan,"
},
{
"boundingBox": "1195,2495,419,98",
"text": "milletimin"
},
{
"boundingBox": "1660,2495,300,99",
"text": "istiklal."
}
]
},
{
"boundingBox": "353,3055,1620,163",
"words": [
{
"boundingBox": "353,3056,676,130",
"text": "Mehmet"
},
{
"boundingBox": "1101,3055,335,129",
"text": "Akif"
},
{
"boundingBox": "1513,3061,460,157",
"text": "Ersoy"
}
]
}
]
}
]
}npm install
node cognitiveAPI.js analyze
node cognitiveAPI.js thumbnail
node cognitiveAPI.js OCR