datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
dronescapes2_annotated_train_set
Dataset Card for DroneScapes2 (annotated train set)
This is a FiftyOne dataset with 218 samples. It's a subset of this split from the original repo.
Installation
If you haven't already, install FiftyOne:
pip install -U fiftyone
Usage
import fiftyone as fo
from fiftyone.utils.huggingface import load_from_hub
# Load the dataset
# Note: other available arguments include 'max_samples', etc
dataset =… See the full description on the dataset page: https://huggingface.co/datasets/Voxel51/dronescapes2_annotated_train_set.HUBT_from_a_drones_perspective
HUTB From a Drone's Perspective
Dataset Summary
HUTB From a Drone's Perspective is a synthetic, multi-map UAV dataset generated
with OpenHUTB/CARLA. It provides synchronized visible RGB, metric depth,
surface normals, target semantic segmentation, LiDAR, and vehicle/pedestrian
detection annotations from elevated oblique viewpoints.
The current release contains:
4,081 synchronized frames at 1920 x 1080 pixels.
8 simulated maps.
6 weather and illumination… See the full description on the dataset page: https://huggingface.co/datasets/yutiangu/HUBT_from_a_drones_perspective.drone-synth-v2-sample
QM Synthetic Drone Detection v2 (with bird decoys) - Free Sample
Buy the full commercial edition: $29 USD -> Polar checkout, instant download Also on Gumroad.This free sample is non-commercial (CC BY-NC-SA 4.0). The paid full edition has a commercial licence.
Summary
Synthetic sky images of quadcopter drones with YOLO bounding boxes and unlabelled bird decoys, trees and buildings, for training drone detectors; the paid full edition can be used commercially.… See the full description on the dataset page: https://huggingface.co/datasets/quailrobot/drone-synth-v2-sample.DroneSnowAndRain
More free datasets available on Duality's website. You will need to create a free account.
This dataset has images like the pictures show below:
Go to Duality's website for these other datasets (and more):
drone-synth-v1-sample
QM Synthetic Drone Detection v1 - Free Sample
Buy the full commercial edition: $19 USD -> Polar checkout, instant downloadThis free sample is non-commercial (CC BY-NC-SA 4.0). The paid full edition has a commercial licence.
Summary
Synthetic sky images of quadcopter drones with YOLO bounding boxes, for training drone detectors; the paid full edition can be used commercially.
Best for: a cheap, clean starting set for drone-detection pre-training
Not for:… See the full description on the dataset page: https://huggingface.co/datasets/quailrobot/drone-synth-v1-sample.fiber-optic-drones
Fiber-Optic Drones (full release)
2,260 images + 8,759 bounding boxes + 5,114 verified detections for fiber-optic drone object detection. Image bytes are inlined so you can load_dataset() and start training immediately.
If you only want labels (no pixels, fully redistributable), see the sister dataset:
waltgrace/fiber-optic-drones-labels.
What's in here
2,260 images bundled inline (~309 MB Parquet)
8,759 bounding boxes (Falcon Perception)
5,114 boxes (58%)… See the full description on the dataset page: https://huggingface.co/datasets/waltgrace/fiber-optic-drones.drone-spectrogramdrone-spectrogram-v2drone-spectrogram-v3drones