Subject Metadata

Any Object Detection Classification Instance Segmentation Keypoint Detection Semantic Segmentation

Any YOLOv11 YOLOv10 YOLOv9 YOLO-NAS YOLOv8 YOLOv5 Snap

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Max

Min

Max

Min

Max

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50 100 300

Related Objects of Interest: cautionary-sign , cctv , crack , mandatory-sign , manhole , road-patch , traffic-light , trees , gantry-board , hotspot

1 - 50 of 500k+

Top Mandatory Datasets and Models

The datasets below can be used to train fine-tuned models for mandatory detection. You can explore each dataset in your browser using Roboflow and export the dataset into one of many formats.

At the bottom of this page, we have guides on how to train a model using the mandatory datasets below.

Instance Segmentation

rastaproject360

360v1002nd

5.9k images 22 classes

BUS-STOP CAUTIONARY-SIGN CCTV CRACK ELECTRIC-FEEDER EXPANSION-JOINT GANTRY-BOARD HOARDING HOTSPOT INFORMATORY-SIGN MAJOR-POTHOLE MANDATORY-SIGN MANHOLE MINOR-POTHOLE PEDESTRIAN-CROSSING PETROL-PUMP RAVELLING ROAD-PATCH RUMBLING-STRIP STREET-LIGHT

Instance Segmentation

360-version2

360version102

5.3k images 22 classes

Instance Segmentation

hotelhawaiUD360

360v1001st

5.4k images 22 classes

Instance Segmentation roboflow-3-n-seg

hotelhawaiUD180

Hotel Hawai 180 UD

2.4k images 22 classes

Instance Segmentation Model roboflow-3-n-seg

ratsa

R2st2

6.5k images 24 classes 1 model

CAUTIONARY-SIGN CCTV CRACK DAMAGED-DIVIDER ELECTRIC-FEEDER ENCROACHMENT FOOTPATH GANTRY-BOARD HOARDING HOTSPOT INFORMATORY-SIGN MAJOR-POTHOLE MANDATORY-SIGN MANHOLE MINOR-POTHOLE PEDESTRIAN-CROSSING RAVELING ROAD-PATCH RUMBLING-STRIP SPEED-BREAKER

Instance Segmentation

Segmentation

segmentation

577 images 35 classes

crack Billboards Cautionary-sign Hawker Informatory-sign-board Roadtrench Unauthorisedparking beautification-required bus-stops cctv damaged-island dangerous-manholes electric-feeders encroachments gantry-board hoardings mandatory-sign-boards metro-station mobile-towers no-overtaking

Instance Segmentation Model roboflow-3-n-seg

UNI_360

project-tq7m7

1.1k images 25 classes 1 model

BUS-STOP CAUTIONARY-SIGN CCTV CRACK DAMAGED-DIVIDER ELECTRIC-FEEDER ENCROACHMENT GANTRY-BOARD HOARDING HOTSPOT INFORMATORY-SIGN MANDATORY-SIGN MANHOLE METRO-STATION PEDESTRIAN-CROSSING POTHOLE RAVELLING ROAD-PATCH RUMBLING-STRIP SPEED-BREAKER

Instance Segmentation

test-rastaproject-data

testdatasize2

8.8k images 22 classes

Instance Segmentation roboflow-3-n-seg

AKINU

zibby

938 images 26 classes

CAUTIONARY-SIGN CCTV CRACK DAMAGED-DIVIDER ELECTRIC-FEEDER ENCROACHMENT FOOTPATH GANTRY-BOARD HOARDING HOTSPOT INFORMATORY-SIGN MAJOR-POTHOLE MANDATORY-SIGN MANHOLE METRO-STATION MINOR-POTHOLE PEDESTRIAN-CROSSING RAVELING ROAD-PATCH RUMBLING-STRIP

Instance Segmentation

360-version-1.0.3

360version1033rd

612 images 22 classes

Instance Segmentation

AU58

AKINU IA

423 images 26 classes

BUS-STOP CAUTIONARY-SIGN CCTV CRACK DAMAGED-DIVIDER ELECTRIC-FEEDER ENCROACHMENT FOOTPATH GANTRY-BOARD HOARDING HOTSPOT INFORMATORY-SIGN MANDATORY-SIGN MANHOLE METRO-STATION PEDESTRIAN-CROSSING POTHOLE RAVELING ROAD-PATCH RUMBLING-STRIP

Instance Segmentation

hotelhawai360-1.0.3

360version103

299 images 22 classes

Instance Segmentation

version1.0.3-2nd

360version1032nd

331 images 22 classes

Instance Segmentation

hotelhawai180-2

hotelhawai1802

59 images 22 classes

Instance Segmentation Model roboflow-3-n-seg

5ignage

z5ignage

857 images 27 classes 1 model

10kmph 15kmph 20kmph 25kmph 30kmph Bumper Caution Crossroad Curve Left Curve Right Left Chevron Mandatory Turn Right No Entry No Left Turn No Overtaking No Right Turn No Stopping One Way Pedestrian Crossing Right Chevron

Instance Segmentation

Road Signs

Xenia

240 images 8 classes

warning additional-info info mandatory priority prohibitory service special-regulations

Instance Segmentation

$P2D

SP2D Dt

5.5k images 13 classes

Cautionary-sign Hotspot Informatory-sign Left-chevron Major-pothole Mandatory-sign Manhole Minor-pothole Right-chevron Roadpatch Speedbreaker StreetLamp Trafficlight

Instance Segmentation

T3T2

AKINU IA

6.2k images 15 classes

CAUTIONARY-SIGN CCTV CRACK GANTRY-BOARD HOTSPOT MANDATORY-SIGN MANHOLE POTHOLE RAVELLING ROAD-PATCH RUMBLING-STRIP SPEED-BREAKER STREET-LIGHT TRAFFIC-LIGHT TREES

Instance Segmentation

L2T2

project-tq7m7

6.2k images 11 classes

CAUTIONARY-SIGN CCTV CRACK MANDATORY-SIGN MANHOLE POTHOLE RAVELLING ROAD-PATCH STREET-LIGHT TRAFFIC-LIGHT TREES

Instance Segmentation

Hotel Hawa Hawai 180 UD

R2st2

2.9k images 27 classes

BUS-STOP CAUTIONARY-SIGN CCTV CRACK DAMAGED-DIVIDER ELECTRIC-FEEDER ENCROACHMENT EXPANSION-JOINT GANTRY-BOARD HOARDING HOTSPOT INFORMATORY-SIGN JUNCTION MAJOR-POTHOLE MANDATORY-SIGN MANHOLE MINOR-POTHOLE PEDESTRIAN-CROSSING PETROL-PUMP RAVELLING

1 - 50 of 500k+

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Top Mandatory Datasets and Models

The datasets below can be used to train fine-tuned models for mandatory detection. You can explore each dataset in your browser using Roboflow and export the dataset into one of many formats. At the bottom of this page, we have guides on how to train a model using the mandatory datasets below.

The datasets below can be used to train fine-tuned models for mandatory detection. You can explore each dataset in your browser using Roboflow and export the dataset into one of many formats.

At the bottom of this page, we have guides on how to train a model using the mandatory datasets below.