智慧工安辨識方案

適用情境應用：智慧工安、科技執法。

應用場域

科技執法保障工地安全

科技執法保障工地安全

智慧監測掌握施工中安全，確保現場人員配戴安全帽、反光背心或高空安全帶，協助業者符合勞動部「營造安全衛生設施標準」。
監控高風險易燃工作區

監控高風險易燃工作區

石化廠、煉油廠及高科技廠，存放皆為易燃物，相關設備費用昂貴，造成一發不可收拾的工安意外，藉智慧監測時時刻刻保障廠內安全。

智慧工安辨識API使用方式

辨識工作區域人員的著裝狀況，可在api_name欄位帶入 [“safetybelt_detection“,“helm_detection“,“safety_detection“,“fireandsmoke_detection“] 辨識區域中的安全帽、安全背心、高空安全帶、火焰和煙霧標籤，若畫面中有相關物件，則該API將回傳物件名稱及座標。

科技執法保障工地安全，iSeek訂閱制AI人工智慧服務提供智慧工安解決方案。
透過智慧工安解決方案，即時辨識監視畫面中的人員，時時確保人員有配戴安全帽及穿著反光背心，提升工地安全。

傳送至智慧工安辨識服務

透過 [“safetybelt_detection“,“helm_detection“,“safety_detection“,“fireandsmoke_detection“] 將欲判斷的圖片匯入，該API即會回傳照片中判別到的安全帽、反光背心的標籤及位置。

HTTP方法與請求網址：

POST https://saasv2.intemotech.com/saasapi/detect

Content-type

application/form-data

請求from-data正文：

KEYVALUE
file匯入照片檔案 (image)
api_name[“safetybelt_detection”,”helm_detection”,”safety_detection”,”fireandsmoke_detection”] (string)

cURL：

curl --location --request POST 'https://saas.intemotech.com/saasapi/detect' \
--header 'Authorization: Bearer <TOKEN>' \
--form 'api_name="[\"safetybelt_detection\",\"helm_detection\",\"safety_detection\",\"fireandsmoke_detection\",\"smoke_detection\"]"' \
--form 'file=@"/xxx.png"'

辨識結果文本：

{
    "data": [
        {
            "safetybelt_detection": [
                {
                    "conf": 0.7956718802452087,
                    "name": "Safety-Rope Vest",
                    "xywh": [
                        0.30859375,
                        0.50341796875,
                        0.12890625,
                        0.2275390625
                    ]
                }
            ]
        },
        {
            "helm_detection": [
                {
                    "conf": 0.8873411417007446,
                    "name": "Hardhat",
                    "xywh": [
                        0.13818359375,
                        0.349609375,
                        0.0869140625,
                        0.05859375
                    ]
                },
                {
                    "conf": 0.8758893013000488,
                    "name": "Hardhat",
                    "xywh": [
                        0.31884765625,
                        0.3232421875,
                        0.0751953125,
                        0.0625
                    ]
                },
                {
                    "conf": 0.8749920129776001,
                    "name": "Hardhat",
                    "xywh": [
                        0.4775390625,
                        0.3193359375,
                        0.078125,
                        0.064453125
                    ]
                }
            ]
        },
        {
            "fireandsmoke_detection": [
                {
                    "conf": 0.49365234375,
                    "name": "smoke",
                    "xywh": [
                        0.5886792540550232,
                        0.14932885766029358,
                        0.5943396091461182,
                        0.29530200362205505
                    ]
                },
                {
                    "conf": 0.1839599609375,
                    "name": "fire",
                    "xywh": [
                        0.5249999761581421,
                        0.5184563994407654,
                        0.43490564823150635,
                        0.5939597487449646
                    ]
                },
                {
                    "conf": 0.06988525390625,
                    "name": "fire",
                    "xywh": [
                        0.3547169864177704,
                        0.35486575961112976,
                        0.11320754885673523,
                        0.3842281997203827
                    ]
                },
                {
                    "conf": 0.0689697265625,
                    "name": "smoke",
                    "xywh": [
                        0.7952830195426941,
                        0.13590604066848755,
                        0.1905660331249237,
                        0.2651006579399109
                    ]
                },
                {
                    "conf": 0.036712646484375,
                    "name": "smoke",
                    "xywh": [
                        0.5740566253662109,
                        0.3758389353752136,
                        0.12735849618911743,
                        0.2281879186630249
                    ]
                },
                {
                    "conf": 0.019927978515625,
                    "name": "smoke",
                    "xywh": [
                        0.525943398475647,
                        0.3338926136493683,
                        0.37452828884124756,
                        0.3557046949863434
                    ]
                },
                {
                    "conf": 0.013336181640625,
                    "name": "fire",
                    "xywh": [
                        0.3849056661128998,
                        0.7835570573806763,
                        0.056603774428367615,
                        0.08053690940141678
                    ]
                },
                {
                    "conf": 0.0128326416015625,
                    "name": "smoke",
                    "xywh": [
                        0.3518867790699005,
                        0.28355705738067627,
                        0.1339622586965561,
                        0.38590604066848755
                    ]
                },
                {
                    "conf": 0.0106201171875,
                    "name": "fire",
                    "xywh": [
                        0.5712264180183411,
                        0.1778523474931717,
                        0.5632075667381287,
                        0.3557046949863434
                    ]
                }
            ]
        },
        {
            "safety_detection": [
                {
                    "conf": 0.8874533176422119,
                    "name": "Safety Vest",
                    "xywh": [
                        0.11572265625,
                        0.521484375,
                        0.1728515625,
                        0.197265625
                    ]
                },
                {
                    "conf": 0.8786574602127075,
                    "name": "Safety Vest",
                    "xywh": [
                        0.48779296875,
                        0.4873046875,
                        0.1318359375,
                        0.185546875
                    ]
                }
            ]
        }
    ],
    "states": "Sucessfully"
}
欄位名稱欄位說明
safety_detection安全背心辨識
helm_detection安全帽辨識
safetybelt_detection高空安全帶辨識
fireandsmoke_detection火焰辨識
smoke_detection煙霧辨識
name辨識的物件名稱
xywh辨識到的物件座標
statesAPI呼叫成功、失敗
回傳欄位說明

辨識列表：

物件標籤辨識名稱
NO-Mask無遮罩
NO-Safety Vest無安全背心
Safety Vest安全背心
Hardhat安全帽
NO-Hardhat無安全帽
Safety-Rope Vest安全繩索背心
fire火焰
smoke煙霧
回傳欄位說明