Contact and support
Need help, have a question, or want to contact the ResearchHub team?
© 2026 ResearchHub. Built for responsible scholarly connection.
Research graph
References from Toward generalizable crop-weed detection with vision-language models. Local targets link to admitted publications; unresolved targets remain external evidence.
Crop losses to pests
10.1017/s0021859605005708 · 2006 · External reference
The problem of weed infestation of agricultural plantations vs. the assumptions of the European biodiversity strategy
10.3390/agronomy12081808 · 2022 · External reference
Integrated weed management in vegetables
10.22271/phyto.2021.v10.i1al.13765 · 2021 · External reference
Occurrence and management of herbicide resistance in annual vegetable production systems in North America
10.1017/wsc.2022.43 · 2022 · External reference
Unresolved reference
External reference
Ecological and economic evaluation of conventional and new weed control techniques in row crops
10.1016/j.agee.2023.108786 · 2024 · External reference
The reduction of chemical inputs by ultra-precise smart spot sprayer technology maximizes crop potential by lowering phytotoxicity
10.3389/frevc.2024.1394315 · 2024 · External reference
Evaluation of mechanical and combined chemical with mechanical weeding in maize (Zea mays L.), soybean (Glycine max (L.) Merr. And winter wheat (Triticum aestivum L.)
10.17221/386/2024-pse · 2024 · External reference
Laser weeding technology: a precision approach for sustainable weed management in vegetable crops
10.1564/v36_oct_04 · 2025 · External reference
YOLO-based object detection models: a review and its applications
10.1007/s11042-024-18872-y · 2024 · External reference
YOLOWeeds: a novel benchmark of YOLO object detectors for multi-class weed detection in cotton production systems
10.1016/j.compag.2023.107655 · 2023 · External reference
Weed database development: an updated survey of public weed datasets and cross-season weed detection adaptation
10.1016/j.ecoinf.2024.102546 · 2024 · External reference
Key technologies and research progress of intelligent weeding robots
10.1017/wsc.2024.95 · 2025 · External reference
GTDR-YOLOv12: optimizing YOLO for efficient and accurate weed detection in agriculture
10.3390/agronomy15081824 · 2025 · External reference
RT-DETR-ME: a lightweight corn and weed detection algorithm based on improved RT-DETR
10.1007/s42853-025-00274-z · 2025 · External reference
Deep Learning techniques for weed detection in agricultural environments: a comprehensive review
10.1109/access.2024.3418454 · 2024 · External reference
A survey of public datasets for computer vision tasks in precision agriculture
10.1016/j.compag.2020.105760 · 2020 · External reference
Benefits of mechanical weeding for weed control, rice growth characteristics and yield in paddy fields
10.1016/j.fcr.2023.108852 · 2023 · External reference
Grounded language-image pre-training
2022 · External reference
YOLO-World: real-time open-vocabulary object detection
2024 · External reference
Florence-2: advancing a unified representation for a variety of vision tasks
2024 · External reference
Unresolved reference
External reference
10.2139/ssrn.6828983
10.2139/ssrn.6828983 · External reference
Few-shot adaptation of grounding DINO for agricultural domain
2025 · External reference
Vision-language models for zero-shot weed detection and visual reasoning in UAV-based precision agriculture
10.3389/fpls.2025.1735096 · 2026 · External reference
10.1016/j.compag.2026.112344
10.1016/j.compag.2026.112344 · External reference
10.1016/j.compag.2025.110123
10.1016/j.compag.2025.110123 · External reference
Dye-based field evaluation of an integrated high-precision smart sprayer for weed control in vegetables
2026 · External reference
Improvements and evaluation of a smart sprayer prototype for weed control in vegetable crops
10.13031/ja.16539 · 2026 · External reference
Development and preliminary evaluation of a machine vision-guided smart sprayer prototype toward precision vegetable weeding
10.1002/rob.70132 · 2026 · External reference
Unresolved reference
External reference
Unresolved reference
2026 · External reference
Grounding DINO: marrying DINO with grounded pre-training for open-set object detection
2024 · External reference
Unresolved reference
External reference
Unresolved reference
External reference
Unresolved reference
2022 · External reference
Microsoft COCO: common objects in context
2014 · External reference
Grounding DINO and distillation-enhanced model for advanced traffic sign detection and classification in autonomous vehicles
2025 · External reference
Unresolved reference
External reference
Unresolved reference
External reference
Unresolved reference
External reference
Harnessing large vision and language models in agriculture: a review
10.3389/fpls.2025.1579355 · 2025 · External reference
DETRs beat YOLOs on real-time object detection
2024 · External reference
Unresolved reference
External reference
Unresolved reference
External reference