Model Reference

This page lists the labels for objects that Marketplace Models detect or classify.

Model Name

Model Class

Labels

Type

Minimum Object Size

Adult Child Classifier

Light

adult child

Classifier

Age Classification

Medium

n*(wheren denotes a number in the 0 up to 100 years range)

Classifier

Age Classification v2

Medium

0-2 3-9 10-19 20-29 30-39 40-49 50-59 60+

Classifier

Automobile Make Classification

Light

acura audi bmw chevrolet chrysler dodge ford gmc honda hyundai infiniti jeep kia lexus mazda mercedes nissan subaru toyota volkswagen

Classifier

Automobile Color Classification

Light

black blue brown gold green grey maroon orange red silver white yellow

Classifier

Barcode Detection

Medium

barcode qrcode

Detector

Face Detection

Light

face

Detector

Face Detection (Infrared cameras)

Light

face

Detector

Face Recognition Edge

Heavy

Recognized face attributes

Classifier

Face Gear Detection

Light

face face_with_mask face_with_mask_incorrect face_shield mask glasses cap helmet hood other

Detector

Face Pose

Light

Outputs are parsed with Face Recognition Node

Classifier

Face Recognition Edge

Heavy

Recognized face attributes

Classifier

Face ReIdentification

Light

Classifier

Fire Detection

Light

fire

Detector

Fire v2

Light

fire

Detector

Forklift Detection Lite

Light

forklift

Detector

Gender Classification

Medium

male female

Classifier

Generic Classifier

Heavy

Depends on classes specified in node configuration

Classifier

Generic Detector

Heavy

Depends on classes specified in node configuration

Detector

Hardhat Detection

Light

hardhat-blue hardhat-yellow hardhat-white hardhat-red hardhat-none

Detector

Hands Detection

Light

hand

Detector

License Plate Detection

Medium

license_plate

Detector

License Plate Recognition (Higher Accuracy)

Light

Recognizes american license plates

Classifier

Logistics (medium)

Medium

barcode car cardboard_box fire forklift freight_container gloves helmet ladder license_plate person qr_code road_sign safety_vest smoke traffic_cone traffic_light truck van pallet

Detector

Logistics (small)

Light

barcode car cardboard_box fire forklift freight_container gloves helmet ladder license_plate person qr_code road_sign safety_vest smoke traffic_cone traffic_light truck van pallet

Detector

Mask Classification

Light

mask

Classifier

NSFW Classification

Light

neutral porn sexy

Classifier

OCR

Heavy

Text extracted

Classifier

People Detection

Light

person bag face

Detector

People Detection (Crowd Bodies)

Medium

head person

Detector

People Detection (Crowds)

Medium

head

Detector

People Detection (Crowds - High Density)

Light

head

Detector

People Detection (360 Camera)

Light

person

Detector

Person ReIdentification

Light

Classifier

Pose Detection

Medium

person

Detector

PPE Detection for Worker Safety

Light

gloves head hardhat person safety_shoes vest

Detector

Create Search Index

Heavy

--

Classifier

Adds Search index metadata

Vision Language Model Lookup

Light

Depends on classes specified in node configuration

Classifier

Uses a cloud-based lookup

Local Vision Language Model Lookup

Heavy

Depends on classes specified in node configuration

Classifier

Not supported on Jetson based devices

Vehicle Detection (Low Vantage)

Light

car

Detector

Vehicle / Traffic Detection

Light

car bicycle person roadsign

Detector

Vehicle Detection (Dash cameras)

Light

car bicycle person roadsign

Detector

Vehicle Detection (High Vantage)

Light

car

Detector

Vehicle Type Classification

Light

coupe largevehicle sedan suv truck van

Classifier

Vehicle ReIdentification

Light

Classifier

YOLOv4 Object Detection YOLOv4-Tiny YOLOv8 YOLOv8s YOLOv8m YOLOv8l YOLO-NAS

Light

person bicycle car motorbike aeroplane bus train truck boat traffic light fire hydrant stop sign parking meter bench bird cat dog horse sheep cow elephant bear zebra giraffe backpack umbrella handbag tie suitcase frisbee skis snowboard sports ball kite baseball bat baseball glove skateboard surfboard tennis racket bottle wine glass cup fork knife spoon bowl banana apple sandwich orange broccoli carrot hot dog pizza donut cake chair sofa pottedplant bed diningtable toilet tvmonitor laptop mouse remote keyboard cell phone microwave oven toaster sink refrigerator book clock vase scissors teddy bear hair drier toothbrush

Detector