clothes detection
Desktop, Detection, Caffe
curl -X PUT 'http://localhost:8080/services/basic_fashion' -d '{
"description": "clothes detection service",
"model": {
"repository": "/opt/platform/models/basic_fashion",
"init": "https://www.deepdetect.com/models/init/desktop/images/detection/basic_fashion_v2.tar.gz",
"create_repository":true
},
"mllib": "caffe",
"type": "supervised",
"parameters": {
"input": {
"connector": "image"
}
}
}'
curl -X POST 'http://localhost:8080/predict' -d '{
"service": "basic_fashion",
"parameters": {
"input": {},
"output": {
"confidence_threshold": 0.4,
"bbox": true
}
},
"data": [
"/data/example.jpg"
]
}'
from dd_client import DD
host = 'localhost'
port = 8080
dd = DD(host,port)
dd.set_return_format(dd.RETURN_PYTHON)
parameters_output = {"confidence_threshold":0.4, "bbox":True}
data = ["/data/example.jpg"]
sname = 'basic_fashion'
classif = dd.post_predict(sname,data,{},{},parameters_output)
// https://www.npmjs.com/package/deepdetect-js
var DD = require('deepdetect-js');
const dd = new DD({
host: 'localhost',
port: 8080
})
const postData = {
"service": "basic_fashion",
"parameters": {
"output": {
"confidence_threshold": 0.4,
"bbox": true
}
},
"data": [
"/data/example.jpg"
]
}
async function run() {
const predict = await dd.postPredict(postData);
console.log(predict);
}
run()
{
"status": {
"code": 200,
"msg": "OK"
},
"head": {
"method": "/predict",
"service": "basic_fashion_v2",
"time": 103
},
"body": {
"predictions": [
{
"classes": [
{
"prob": 0.283363938331604,
"bbox": {
"xmax": 145.92205810546875,
"ymax": 173.904541015625,
"ymin": 348.5083923339844,
"xmin": 9.65214729309082
},
"cat": "bag"
},
{
"prob": 0.2829309105873108,
"bbox": {
"xmax": 285.46868896484375,
"ymax": 15.518260955810547,
"ymin": 63.17625427246094,
"xmin": 220.40829467773438
},
"cat": "hat"
},
{
"prob": 0.1963716745376587,
"bbox": {
"xmax": 270.4206848144531,
"ymax": 60.39577102661133,
"ymin": 78.02435302734375,
"xmin": 232.13482666015625
},
"cat": "glasses"
},
{
"prob": 0.1955023854970932,
"last": true,
"bbox": {
"xmax": 313.3597106933594,
"ymax": 144.37893676757812,
"ymin": 412.1800231933594,
"xmin": 197.72695922851562
},
"cat": "bag"
}
],
"uri": "/data/example.jpg"
}
]
}
}