LIVE-Last scan updating-53 sources active-129 signals today-RESEARCH PGaussDet: Open-Vocabulary and Referring Segmentation for 3D Gaussians Using 2D Detectors
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Automated use-case ranking

Object detection models for edge AI.

Object detection models ranked for edge AI. Rankings update automatically from source-backed AI Radar signals. The ranking never invents prices, benchmark scores, model specs, release dates, or capabilities.

Candidates
23
matched automatically
Sources
31
distinct URLs
Modules
6
indexable
Updated
Jun 30, 2026
from best-of index
#CandidateTypeAccessFitUpdatedWhy it matchedEvidence
01MediaPipe Vision Models Google model zooserviceDownloadable pretrainedRDR100Jun 26, 2026Matched object detection, object detector, image detection; 2 source links; official model zoo signal; access model: Downloadable pretrainedai.google.dev
02Ultralytics YOLO Models Ultralytics model zooserviceDownloadable pretrainedRDR100Jun 26, 2026Matched object detection, object detector, image detection; 3 source links; official model zoo signal; access model: Downloadable pretraineddocs.ultralytics.com
03Qualcomm AI Hub Models Qualcomm model zooserviceDownloadable pretrainedRDR91Jun 26, 2026Matched object detection, image detection, computer vision; 1 source link; official model zoo signal; access model: Downloadable pretrainedaihub.qualcomm.com
04STM32 AI Model Zoo STMicroelectronics model zooserviceDownloadable pretrainedRDR90Jun 26, 2026Matched object detection, image detection, computer vision; 1 source link; official model zoo signal; access model: Downloadable pretrainedgithub.com
05NVIDIA TAO Vision Model Zoo NVIDIA model zooserviceDownloadable pretrainedRDR100Jun 26, 2026Matched object detection, object detector, image detection; 2 source links; official model zoo signal; access model: Downloadable pretraineddocs.nvidia.com
06MMDetection Model Zoo OpenMMLab model zooserviceDownloadable pretrainedRDR100Jun 26, 2026Matched object detection, object detector, image detection; 2 source links; official model zoo signal; access model: Downloadable pretrainedmmdetection.readthedocs.io
07OpenVINO Open Model Zoo Intel OpenVINO model zooserviceDownloadable pretrainedRDR100Jun 26, 2026Matched object detection, object detector, image detection; 2 source links; official model zoo signal; access model: Downloadable pretrainedgithub.com
08Hailo Model Zoo Hailo model zooserviceDownloadable pretrainedRDR100Jun 26, 2026Matched object detection, object detector, image detection; 1 source link; official model zoo signal; access model: Downloadable pretrainedgithub.com
09Automated Cuneiform Sign Detection PipelineResearch PapersarticlePricing not verifiedRDR77Jun 23, 2026Matched object detection, computer vision, vision model; 1 source link; access model: Pricing not verified; freshly updatedarxiv.org
10Detectron2 Model Zoo Meta AI model zooserviceDownloadable pretrainedRDR100Jun 26, 2026Matched object detection, object detector, image detection; 2 source links; official model zoo signal; access model: Downloadable pretrainedgithub.com
11TorchVision Models PyTorch model zooserviceDownloadable pretrainedRDR98Jun 26, 2026Matched object detection, object detector, image detection; 1 source link; official model zoo signal; access model: Downloadable pretraineddocs.pytorch.org
12TensorFlow Detection Model Zoo TensorFlow model zooserviceDownloadable pretrainedRDR97Jun 26, 2026Matched object detection, object detector, image detection; 1 source link; official model zoo signal; access model: Downloadable pretrainedgithub.com
13Google Cloud Vision AI Google Cloud API serviceservicePaid APIRDR91Jun 26, 2026Matched object detection, image detection, computer vision; 2 source links; official service signal; access model: Paid APIcloud.google.com
14Roboflow Roboflow developer platformservicePaid APIRDR91Jun 26, 2026Matched object detection, image detection, computer vision; 2 source links; official service signal; access model: Paid APIroboflow.com
15Amazon Rekognition AWS API serviceservicePaid APIRDR90Jun 26, 2026Matched object detection, image detection, computer vision; 2 source links; official service signal; access model: Paid APIaws.amazon.com
16Azure AI Vision Microsoft Azure API serviceservicePaid APIRDR85Jun 26, 2026Matched object detection, image detection, computer vision; 2 source links; official service signal; access model: Paid APIazure.microsoft.com
17Automated sign detection across the Electronic Babylonian Library: A large-scale dataset and end-to-end cuneiform OCR pipelinehttp://arxiv.org/abs/2606.22608v1paperResearch-onlyRDR75Jun 21, 2026Matched object detection, computer vision, detection model; 1 source link; access model: Research-onlyarxiv.org
18NegAS: Negative Label Guided Attention and Scoring for Out-of-Distribution Object Detection with Vision-Language ModelsResearch PapersarticlePricing not verifiedRDR68Jun 23, 2026Matched object detection, object detector, computer vision; 1 source link; access model: Pricing not verified; freshly updatedarxiv.org
19LocateAnything: Fast and High-Quality Vision-Language Grounding with Parallel Box DecodingResearch PapersarticlePricing not verifiedRDR68May 27, 2026Matched object detection, computer vision, bounding box; 1 source link; access model: Pricing not verifiedarxiv.org
20GaussDet: Open-Vocabulary and Referring Segmentation for 3D Gaussians Using 2D DetectorsResearch PapersarticlePricing not verifiedRDR66Jun 30, 2026Matched object detection, object detector, computer vision; 1 source link; access model: Pricing not verified; freshly updatedarxiv.org
21The Power of Light: Improving Synthetic-to-Real Domain Adaptation through Physically-Based Indirect IlluminationResearch PapersarticlePricing not verifiedRDR66Jun 23, 2026Matched object detection, computer vision, detection model; 1 source link; access model: Pricing not verifiedarxiv.org
22NegAS: Negative Label Guided Attention and Scoring for Out-of-Distribution Object Detection with Vision-Language Modelshttp://arxiv.org/abs/2606.22537v1paperResearch-onlyRDR64Jun 21, 2026Matched object detection, object detector, yolo; 1 source link; access model: Research-onlyarxiv.org
23The Power of Light: Improving Synthetic-to-Real Domain Adaptation through Physically-Based Indirect Illuminationhttp://arxiv.org/abs/2606.22574v1paperResearch-onlyRDR64Jun 21, 2026Matched object detection, computer vision; 1 source link; access model: Research-onlyarxiv.org

Parent task list

Open Object detection