Open-access model for detecting openly dumped dispersed municipal solid waste from crowdsourced UAV imagery in Sub-Saharan Africa

arXiv:2605.02316 · cs.CV, cs.LG · Submitted 2026-05-04 · Read on arXiv

cs.CV, cs.LG

Submitted: 2026-05-04

Updated: 2026-09-24

Project page: https://dortibox.com

Terminology

Accuracy — 8× in this paper · explained in 1 episode
Humanitarian OpenStreetMap Team — 7× in this paper
F1 Score — 4× in this paper · explained in 3 episodes
Generalization — 4× in this paper · explained in 13 episodes
AUC — 2× in this paper · explained in 2 episodes
Consistency — 2× in this paper · explained in 3 episodes
Data Augmentation — 2× in this paper · explained in 7 episodes
Generalizability — 2× in this paper · explained in 6 episodes
Interpretability — 2× in this paper · explained in 15 episodes
Abundance — 1× in this paper · explained in 1 episode
Actor — 1× in this paper · explained in 3 episodes
AdamW Optimizer — 1× in this paper · explained in 1 episode
Affordance — 1× in this paper · explained in 1 episode
Aggregation — 1× in this paper · explained in 1 episode
Benchmark — 1× in this paper · explained in 2 episodes
Contextual Awareness — 1× in this paper · explained in 2 episodes
Fidelity — 1× in this paper · explained in 2 episodes
Fine-Tuning — 1× in this paper · explained in 5 episodes
Robustness — 1× in this paper · explained in 5 episodes
Segment Anything Model (SAM) — 1× in this paper · explained in 2 episodes
Structural Constraints — 1× in this paper · explained in 2 episodes
Temporal consistency — 1× in this paper · explained in 2 episodes

Sources

AI-based Waste Mapping for Addressing Climate-Exacerbated Flood Risk

Related papers