Ground-Truth Coastal & Environmental AI Data
Field-collected, annotated and geotagged imagery that satellites can’t capture — built for climate AI, hydrology, coastal engineering and biodiversity models.
PMP® managed · 500k+ images since 2010 · 3D-geotagged · COCO + YOLO
500k+
Images (2010–2026)
8
Open datasets published
3D GPS
Geotagged in the field
PMP®
Managed & QA-audited
Open Datasets Free · CC BY 4.0
Published openly on Hugging Face & Kaggle — download, use, and cite freely.
Riverside Sunset — Golden Hour
100 golden-hour riverside scenes — warm light, reflections and coastal mood. Open, CC BY 4.0.
Water Hyacinth & Floating Flowers
150 images of water hyacinth and floating flowers on ponds — biodiversity & segmentation. Open, CC BY 4.0.
Bakkhali Estuary — High Tide (Sample)
50-image geotagged sample of the Bakkhali estuary at high tide. Open, CC BY 4.0.
Bakkhali Boat Survey (Sample)
50-image sample of a traditional boat survey along the Bakkhali River. Open, CC BY 4.0.
Khurushkul Pond — Water Lily (Sample)
100-image sample of Khurushkul pond water lilies, Cox's Bazar. Open, CC BY 4.0.
Strait of Hormuz — Coastal Semantic Segmentation
100 geotagged ground-level photos of the Musandam coast, Oman (Strait of Hormuz). 5 classes, COCO + YOLO. CC…
Coastal Multitask 380
379 coastal images for multi-task computer vision from Cox's Bazar, Bangladesh. Open, CC BY 4.0.
Bakkhali River — High vs Low Tide
517 river images capturing high-tide vs low-tide change for waterline & hydrology AI. Open, CC BY 4.0.
Premium Packages
Need volume, exclusivity or specific classes? Order a curated bulk package or a fully custom dataset. Commercial AI license included.
Starter
1,000 images
from $490
- ✓Curated for your use-case
- ✓COCO or YOLO annotations
- ✓Commercial AI license
- ✓48-hour delivery
Growth
5,000 images
from $1,900
- ✓Everything in Starter
- ✓Multi-class segmentation
- ✓3D GPS + QA report
- ✓Priority turnaround
Scale
10,000 images
from $3,500
- ✓Everything in Growth
- ✓Train/val/test splits
- ✓Exclusivity option
- ✓Dataset card + manifest
Custom Sprint
Bespoke
> $5,000
- ✓30-day field collection
- ✓Full IP assignment
- ✓Your classes, locations, time
- ✓Signed SOW + SLA
Secure online checkout coming soon — for now, request a package and we invoice you directly.
Featured Premium
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Tidal Bakkhali River — Tidal Cycle Pairs
2,000 paired images: same exact location at High Tide vs Low Tide. The only dataset of its kind for hydrological AI and…
Marine Bay of Bengal — Coastal Dynamics
1,500+ ground images capturing wave patterns, coastal erosion, sedimentation, and fishing activity along the Cox's Bazar coastline.
Why Ground-Truth?
Satellites see from 700 km up. Our data is captured on the ground, by hand, over years — the layer satellite and stock data can’t give you.
Satellite / stock
- ✗ Top-down only, clouds & low ground detail
- ✗ Generic, not task-labelled
- ✗ No tidal / seasonal field context
Golam Rob ground-truth
- ✓ Eye-level detail: waterlines, species, textures
- ✓ Annotated (COCO + YOLO) & QA-audited
- ✓ Geotagged, multi-year, tide/season aware
Want data to try right now?
All eight open datasets above are free to download under CC BY 4.0 — no sign-up needed. For a custom free sample tailored to your use-case, just email me.
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As a PMP®, I run 30-day Data Sprints. You define the classes, locations and time — my team shoots, annotates and delivers a production-ready dataset.