image_path stringlengths 37 43 | label_path stringlengths 37 43 | format stringclasses 1
value | split stringclasses 2
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|---|---|---|---|
yolo/images/val/coxs_bazar_2026-04-15.png | yolo/labels/val/coxs_bazar_2026-04-15.txt | YOLO | val |
yolo/images/train/coxs_bazar_2026-10-15.png | yolo/labels/train/coxs_bazar_2026-10-15.txt | YOLO | train |
yolo/images/train/coxs_bazar_2026-07-15.png | yolo/labels/train/coxs_bazar_2026-07-15.txt | YOLO | train |
yolo/images/train/coxs_bazar_2026-01-15.png | yolo/labels/train/coxs_bazar_2026-01-15.txt | YOLO | train |
yolo/images/train/coxs_bazar_2026-01-15.png | yolo/labels/train/coxs_bazar_2026-01-15.txt | YOLO | train |
yolo/images/val/coxs_bazar_2026-07-15.png | yolo/labels/val/coxs_bazar_2026-07-15.txt | YOLO | val |
yolo/images/train/coxs_bazar_2026-10-15.png | yolo/labels/train/coxs_bazar_2026-10-15.txt | YOLO | train |
yolo/images/train/coxs_bazar_2026-04-15.png | yolo/labels/train/coxs_bazar_2026-04-15.txt | YOLO | train |
yolo/images/train/bandarban_2026-10-15.png | yolo/labels/train/bandarban_2026-10-15.txt | YOLO | train |
yolo/images/train/bandarban_2026-04-15.png | yolo/labels/train/bandarban_2026-04-15.txt | YOLO | train |
yolo/images/val/bandarban_2026-01-15.png | yolo/labels/val/bandarban_2026-01-15.txt | YOLO | val |
yolo/images/train/bandarban_2026-07-15.png | yolo/labels/train/bandarban_2026-07-15.txt | YOLO | train |
yolo/images/train/bandarban_2026-04-15.png | yolo/labels/train/bandarban_2026-04-15.txt | YOLO | train |
yolo/images/train/bandarban_2026-10-15.png | yolo/labels/train/bandarban_2026-10-15.txt | YOLO | train |
yolo/images/train/bandarban_2026-07-15.png | yolo/labels/train/bandarban_2026-07-15.txt | YOLO | train |
yolo/images/val/bandarban_2026-01-15.png | yolo/labels/val/bandarban_2026-01-15.txt | YOLO | val |
yolo/images/train/sundarbans_2026-04-15.png | yolo/labels/train/sundarbans_2026-04-15.txt | YOLO | train |
yolo/images/train/sundarbans_2026-10-15.png | yolo/labels/train/sundarbans_2026-10-15.txt | YOLO | train |
yolo/images/train/sundarbans_2026-07-15.png | yolo/labels/train/sundarbans_2026-07-15.txt | YOLO | train |
yolo/images/train/sundarbans_2026-01-15.png | yolo/labels/train/sundarbans_2026-01-15.txt | YOLO | train |
yolo/images/val/sundarbans_2026-07-15.png | yolo/labels/val/sundarbans_2026-07-15.txt | YOLO | val |
yolo/images/train/sundarbans_2026-01-15.png | yolo/labels/train/sundarbans_2026-01-15.txt | YOLO | train |
yolo/images/train/sundarbans_2026-04-15.png | yolo/labels/train/sundarbans_2026-04-15.txt | YOLO | train |
yolo/images/train/sundarbans_2026-10-15.png | yolo/labels/train/sundarbans_2026-10-15.txt | YOLO | train |
yolo/images/train/rangamati_2026-04-15.png | yolo/labels/train/rangamati_2026-04-15.txt | YOLO | train |
yolo/images/val/rangamati_2026-10-15.png | yolo/labels/val/rangamati_2026-10-15.txt | YOLO | val |
yolo/images/train/rangamati_2026-07-15.png | yolo/labels/train/rangamati_2026-07-15.txt | YOLO | train |
yolo/images/train/rangamati_2026-01-15.png | yolo/labels/train/rangamati_2026-01-15.txt | YOLO | train |
yolo/images/train/rangamati_2026-01-15.png | yolo/labels/train/rangamati_2026-01-15.txt | YOLO | train |
yolo/images/train/rangamati_2026-07-15.png | yolo/labels/train/rangamati_2026-07-15.txt | YOLO | train |
yolo/images/val/rangamati_2026-10-15.png | yolo/labels/val/rangamati_2026-10-15.txt | YOLO | val |
yolo/images/train/rangamati_2026-04-15.png | yolo/labels/train/rangamati_2026-04-15.txt | YOLO | train |
yolo/images/train/sylhet_2026-07-15.png | yolo/labels/train/sylhet_2026-07-15.txt | YOLO | train |
yolo/images/train/sylhet_2026-01-15.png | yolo/labels/train/sylhet_2026-01-15.txt | YOLO | train |
yolo/images/train/sylhet_2026-04-15.png | yolo/labels/train/sylhet_2026-04-15.txt | YOLO | train |
yolo/images/val/sylhet_2026-10-15.png | yolo/labels/val/sylhet_2026-10-15.txt | YOLO | val |
yolo/images/train/sylhet_2026-04-15.png | yolo/labels/train/sylhet_2026-04-15.txt | YOLO | train |
yolo/images/train/sylhet_2026-10-15.png | yolo/labels/train/sylhet_2026-10-15.txt | YOLO | train |
yolo/images/train/sylhet_2026-07-15.png | yolo/labels/train/sylhet_2026-07-15.txt | YOLO | train |
yolo/images/train/sylhet_2026-01-15.png | yolo/labels/train/sylhet_2026-01-15.txt | YOLO | train |
yolo/images/val/gazipur_2026-10-15.png | yolo/labels/val/gazipur_2026-10-15.txt | YOLO | val |
yolo/images/train/gazipur_2026-04-15.png | yolo/labels/train/gazipur_2026-04-15.txt | YOLO | train |
yolo/images/train/gazipur_2026-01-15.png | yolo/labels/train/gazipur_2026-01-15.txt | YOLO | train |
yolo/images/train/gazipur_2026-07-15.png | yolo/labels/train/gazipur_2026-07-15.txt | YOLO | train |
yolo/images/train/gazipur_2026-01-15.png | yolo/labels/train/gazipur_2026-01-15.txt | YOLO | train |
yolo/images/val/gazipur_2026-07-15.png | yolo/labels/val/gazipur_2026-07-15.txt | YOLO | val |
yolo/images/train/gazipur_2026-10-15.png | yolo/labels/train/gazipur_2026-10-15.txt | YOLO | train |
yolo/images/train/gazipur_2026-04-15.png | yolo/labels/train/gazipur_2026-04-15.txt | YOLO | train |
Tree Monitoring Dataset - Bangladesh
This dataset is prepared for training object detection and segmentation models to monitor tree canopies in Bangladesh.
Dataset Structure
sentinel2/: Raw Sentinel-2 Level-2A imagery for Bandarban, Rangamati, Sylhet, and Gazipur districts.deepforest/: DeepForest annotations and tree crown samples.zenodo/: Reference training datasets.selvabox/: Tree canopy labels and annotations.global_forest_change/: Hansen Global Forest Change tiles covering Bangladesh.yolo/: Formatted images and labels ready for training YOLO.coco/: Formatted images and COCO JSON annotations.segmentation/: Formatted images and binary masks for semantic segmentation.labels/: Raw annotations and vector label formats.
Classes
tree- Canopy crown boundary
How to use with YOLOv8
from ultralytics import YOLO
model = YOLO('yolov8n.pt')
model.train(data='dataset.yaml', epochs=100, imgsz=640)
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