On requestPhotos· Southeast Asia

Southeast Asian Motorcycle Traffic Image Dataset

Dense, real-world motorbike traffic from the streets of Southeast Asia, captured by people on the ground, not simulated.

See pricing · from $490 Get free samples

On request: this dataset is produced to your specification after you order. Typically 1–2 weeks for 500 images and 3–5 weeks for 2,000, depending on scene requirements.

Pricing

Fixed prices for standard packages, produced to your spec. Pick a package and a license to see the exact total, or ask for a custom quote.

Packages compared
Feature	Starter	Pro	Custom
images	500	2,000	Any quantity
What's included	500 full-resolution images metadata.jsonl with device, exposure and topic labels Datasheet, license and checksums	2,000 full-resolution images Everything in Starter Human-written English caption per image	Your quantity, annotations and deadline
Datasheet, license, checksums	Included	Included	Included
Research license	$490$0.98 / image	$1,490$0.75 / image	Quote
Commercial license	$1,250$2.50 / image	$3,900$1.95 / image	Quote
Exclusive license	$4,900$9.80 / image	$14,900$7.45 / image	Quote

How ordering works

1Choose a package and license and place your order. No payment is taken online.
2Within 48 hours our team contacts you to confirm the spec and invoices a 50% deposit.
3We produce and deliver in parts so you can review early. Typically 1–2 weeks for 500 images and 3–5 weeks for 2,000, depending on scene requirements.
4Pay the balance and download the final dataset.

Custom quote

Need another quantity, an Enterprise license or annotations for this dataset? Available here:

Topic labels
Human-written captions
Bounding boxes (motorbike, car, bus, truck, bicycle, pedestrian)

Request a custom quote

1. Choose a package

Starter · 500 imagesImages, metadata and topic labelsPro · 2,000 imagesAdds a human-written caption for every image

2. Choose a license

ResearchAcademic and personal, non-commercial use$490CommercialTrain and ship commercial models$1,250ExclusiveThe data produced for you is never licensed to anyone else$4,900

500 full-resolution images
metadata.jsonl with device, exposure and topic labels
Datasheet, license and checksums
Train, fine-tune and evaluate models
Deploy trained models commercially
Keep your models if the license ends

Price per image: $2.50
Deposit, invoiced after you order (50%): $625
Balance on final delivery: $625
Delivery: Typically 1–2 weeks for 500 images and 3–5 weeks for 2,000, depending on scene requirements
Total: $1,250

Order now · $1,250

No payment now: place your order and within 48 hours our team confirms the spec and invoices the deposit. Fully refundable if we cannot deliver the agreed spec.

Overview

Most public driving datasets are recorded in Europe, North America or China, where cars dominate the road. In much of Southeast Asia, motorbikes outnumber cars many times over, weave through intersections in dense clusters, carry passengers and cargo, and share the road with street vendors and pedestrians.

This dataset captures that reality with smartphone photos taken at street level: rush hour, rain, night, intersections, roundabouts, alleys and market streets. Every image is shot by a person, reviewed by a person and processed to remove personal data before delivery.

Sample photos

Real photos from this topic, shown at reduced resolution. Full-resolution samples are emailed on request.

Get a free sample pack

We email you full-resolution samples for this topic.

Technical specifications

Capture device: Modern smartphones (device model recorded per image in EXIF)
File format: JPEG (original HEIC/RAW on request)
Resolution: Native sensor resolution, typically 12 MP or higher
Scenes: Intersections, main roads, alleys, markets, bridges; day, night and rain
Location: Southeast Asia (region level only)
Metadata: metadata.jsonl with device, exposure, timestamp, dimensions, topic labels
Privacy processing: Faces and license plates blurred, GPS removed
License: Research, Commercial, Enterprise or Exclusive

Use cases

Two-wheeler detection
Train or fine-tune object detectors (YOLO, DETR, RT-DETR) on dense scenes where motorbikes overlap and occlude each other.
ADAS & autonomous driving
Close the domain gap for driver-assistance systems that must operate in motorbike-heavy Southeast Asian traffic.
Smart city analytics
Traffic counting, congestion analysis and helmet-usage studies from camera networks.
Vision-language models
Add human-written captions describing traffic situations to train or evaluate VLMs on underrepresented regions.

How this data is made

1Captured on a smartphone by a person
2Duplicates and near-duplicates removed
3Blurry and broken images filtered out
4Faces and license plates detected and blurred
5Every image reviewed by a person
6GPS stripped; device EXIF kept
7Labels, captions and metadata.jsonl generated
8Datasheet and license packaged with the delivery

Read our full process

Provenance & legal

100% made by people: no scraping, no generative AI
Datasheet documenting how the data was made, checked and its limitations
Commercial license that lets you keep models trained on the data
Supports training-data documentation under the EU AI Act

Licensing options

Dataset-specific notes

All license plates and identifiable faces are blurred, and every image is checked by a person.
No photos are taken in restricted areas such as military zones, airports or government facilities.
Children are excluded from the dataset entirely.

Example metadata record

One line of metadata.jsonl per image. Fields vary with the annotation options you choose; values shown are illustrative.

{
  "id": "mts-000142",
  "file": "images/mts-000142.jpg",
  "scene": "intersection",
  "topic": "motorcycle-traffic",
  "width": 4032,
  "device": {
    "make": "Apple",
    "model": "iPhone 15 Pro"
  },
  "height": 3024,
  "region": "Southeast Asia",
  "privacy": {
    "gps_removed": true,
    "faces_blurred": 3,
    "plates_blurred": 11
  },
  "exposure": {
    "iso": 80,
    "shutter": "1/1200",
    "focal_length_mm": 6.8
  },
  "caption_en": "Morning rush hour at a four-way intersection with dozens of motorbikes waiting at a red light.",
  "conditions": [
    "daylight",
    "dense-traffic"
  ],
  "captured_at": "2026-09-14T08:12:31+07:00"
}

Each delivery contains:

motorcycle-traffic-southeast-asia-v1/
├── images/
├── metadata.jsonl
├── DATASHEET.md
├── LICENSE.pdf
└── checksums.sha256

Frequently asked questions

Are the license plates and faces visible?

No. Plates and identifiable faces are blurred before delivery, and every image is reviewed by a person who blurs anything that was missed.

Can you collect specific scenes, such as night rain or a particular city?

Yes. Describe the scenes, conditions and quantity you need in a request and we will reply with matching sample photos and a quote.

Do you provide bounding-box annotations?

Bounding boxes can be added on request. Tell us the class list you need and we will include it in the quote.

Is this data synthetic or generated?

No. Every image is an original smartphone photo taken by a person. No generative AI is used to create or alter image content.

How does ordering and payment work?

Create a free account and place your order on this page; nothing is charged online. Our team contacts you to confirm the spec and invoices a 50% deposit, with the balance due on final delivery. The deposit is refunded in full if we cannot deliver the agreed spec.

What is the difference between non-exclusive and Exclusive?

With Research or Commercial we may license the images produced for your order to other buyers later. With Exclusive they are never licensed to anyone else or added to our catalog.

Can I order a different quantity or extra annotations?

Yes. Request a custom quote with the quantity, annotations and deadline you need. Prices per record fall as quantity grows.

Why is a bundle so much cheaper per image than a single image?

A bundle is planned and collected as one job, so capture, review and privacy processing cost far less per photo. Single images are priced for buyers who need just a few specific photos.

Need a variation?

Different topics, languages, difficulty, quantity or labels? Describe it and we reply within 48 hours with matching samples and a quote.

Request a quote

Browse all datasets