Vehicle Image Classification
Vehicle Image Classification Endpoint
Classify car body, interior, glazings, or other vehicle pictures
This endpoint allows you to submit a list of vehicle images (as URLs), and receive classifications by type (car body, interior, glazings, or other). As of yet, results are returned in the response, and they cannot be returned over a webhook, nor they can be consulted on our Hub.
{ "predictedClasses": [ "cabin", "dashboard" ]
{ "predictedClasses": [ "document"]
Classify a List of Images - Endpoint
POST https://alto.tchek.fr/apiV1/classification/image
Request Body
urls
Array
List of file URLs. Example: { "urls": [ "https://tchek-images.s3.eu-west-3.amazonaws.com/swagger/classify/image1.jpeg", "https://tchek-images.s3.eu-west-3.amazonaws.com/swagger/classify/image2.jpeg", "https://tchek-images.s3.eu-west-3.amazonaws.com/swagger/classify/image3.jpeg", "https://tchek-images.s3.eu-west-3.amazonaws.com/swagger/classify/image4.jpeg", "https://tchek-images.s3.eu-west-3.amazonaws.com/swagger/classify/image5.jpeg" ] }
Response
{
"id": "e798ef3ba67e5652",
"status": 200,
"data": [
{
"message": "Image processing successful.",
"predictedClasses": [
"cabin",
"dashboard"
],
"scores": {
"accessory": 0.015633463859558105,
"cabin": 0.9715495109558105,
"carbody": 0.013804078102111816,
"dashboard": 0.9615957140922546,
"document": 0.03086721897125244,
"glass": 0.016594767570495605,
"licence_plate": 0.013472139835357666,
"tire": 0.015939056873321533,
"vin": 0.016034364700317383
},
"status_code": 200,
"url": "https://tchek-images.s3.eu-west-3.amazonaws.com/swagger/classify/image1.jpeg"
},
{
"message": "Image processing successful.",
"predictedClasses": [
"document"
],
"scores": {
"accessory": 0.009783029556274414,
"cabin": 0.027354001998901367,
"carbody": 0.02467721700668335,
"dashboard": 0.022370994091033936,
"document": 0.7731029987335205,
"glass": 0.10858988761901855,
"licence_plate": 0.028744637966156006,
"tire": 0.036657631397247314,
"vin": 0.05632579326629639
},
"status_code": 200,
"url": "https://tchek-images.s3.eu-west-3.amazonaws.com/swagger/classify/image2.jpeg"
},
{
"message": "Image processing successful.",
"predictedClasses": [
"carbody"
],
"scores": {
"accessory": 0.016119062900543213,
"cabin": 0.06037038564682007,
"carbody": 0.93216872215271,
"dashboard": 0.018812477588653564,
"document": 0.05532640218734741,
"glass": 0.16170084476470947,
"licence_plate": 0.041737377643585205,
"tire": 0.19769150018692017,
"vin": 0.05560237169265747
},
"status_code": 200,
"url": "https://tchek-images.s3.eu-west-3.amazonaws.com/swagger/classify/image3.jpeg"
},
{
"message": "Image processing successful.",
"predictedClasses": [
"cabin"
],
"scores": {
"accessory": 0.032152771949768066,
"cabin": 0.776010274887085,
"carbody": 0.006949424743652344,
"dashboard": 0.09647578001022339,
"document": 0.07652932405471802,
"glass": 0.105785071849823,
"licence_plate": 0.014162123203277588,
"tire": 0.026241540908813477,
"vin": 0.016241252422332764
},
"status_code": 200,
"url": "https://tchek-images.s3.eu-west-3.amazonaws.com/swagger/classify/image4.jpeg"
},
{
"message": "Image processing successful.",
"predictedClasses": [
"tire"
],
"scores": {
"accessory": 0.02280813455581665,
"cabin": 0.01954561471939087,
"carbody": 0.0548974871635437,
"dashboard": 0.0214882493019104,
"document": 0.014559686183929443,
"glass": 0.04344755411148071,
"licence_plate": 0.026197969913482666,
"tire": 0.9352311491966248,
"vin": 0.007956206798553467
},
"status_code": 200,
"url": "https://tchek-images.s3.eu-west-3.amazonaws.com/swagger/classify/image5.jpeg"
}
]
}id
integer
The internal id of the request
status
string
The status of the request.
data
array
See below
data array
message
string
A message confirming whether the images were processed.
predictedClasses
array of strings
The classes which obtained the highest prediction score
status_code
string
The status of the request.
url
string
the url of the image
scores array
accessory
number
The probability score (between 0 and 1) that the image contains an accessory (i.e Tyre inflation kit, tools, electric vehicle charger, Safety triangle, safety jacket, spare wheel, charging cable)
cabin
number
The probability score (between 0 and 1) that the image contains a car cabin
carbody
number
The probability score (between 0 and 1) that the image contains a car body
dashboard
number
The probability score (between 0 and 1) that the image contains a car dashboard
document
number
The probability score (between 0 and 1) that the image contains a document
glass
number
The probability score (between 0 and 1) that the image contains glazings
licence_plate
number
The probability score (between 0 and 1) that the image contains a license plate
tire
number
The probability score (between 0 and 1) that the image contains a tire
vin
number
The probability score (between 0 and 1) that the image contains a Vehicle Identification Number (VIN)
Last updated
Was this helpful?