Find the best AI for a job
Describe what you want to get done in your own words. We rank the best-fitting models, datasets, papers and open-source tools in the Silytics index, and say why each one is on the list.
Understood as: detect, defects, photos, vision, detection, ocr · task: object detection
Best models
Ranked by fit to the task, adoption and reported results. Hosted models are paid APIs; the rest can be downloaded.
- 1PekingU/rtdetr_r101vd_coco_o365
matches detect, vision, detection · built for object detection · 1,160,809 downloads · apache-2.0 license
- 2PaddlePaddle/PP-DocLayoutV3_safetensors
matches detect, detection, ocr · built for object detection · 955,720 downloads · apache-2.0 license
- 3hustvl/yolos-small
matches detect, vision, detection · built for object detection · 718,245 downloads · apache-2.0 license
- 4PekingU/rtdetr_v2_r18vd
matches detect, vision, detection · built for object detection · 349,991 downloads · apache-2.0 license
- 5keremberke/yolov8m-table-extraction
matches detect, vision, detection · built for object detection · 196,354 downloads · agpl-3.0 license
- 6TahaDouaji/detr-doc-table-detection
matches detect, vision, detection · built for object detection · 182,445 downloads · apache-2.0 license
Research to read
- 1Integrated Novelty Detection Systems: From Sensor Networks to Multi-Novelty Computer Vision
matches detect, vision, detection
- 2ChangeT$^3$: Evaluating Vision Test-Time Training for Remote Sensing Change Detection
matches detect, vision, detection
- 3Cross-Scenario Industrial Defect Detection via Domain-Robust Training and Metric-Aligned Selection
matches detect, detection
- 4Attention-Based Spatio-Temporal Approach for Fire and Smoke Detection
matches detect, detection
- 5Use Of Convolutional Neural Networks In Detection Of Branch Dieback Disease In Pequi Trees
matches detect, detection
- 6Benchmarking Deep Learning Models for Anomaly Detection in Real-World Cloud Telemetry
matches detect, detection
Open-source tools and code
- 1X-AnyLabeling
matches detect, vision, detection, ocr · 10,695 GitHub stars · GPL-3.0 license
- 2ailab
matches detect, vision, detection, ocr · 7,850 GitHub stars · MIT license
- 3layout-parser
matches detect, vision, detection, ocr · 5,776 GitHub stars · Apache-2.0 license
- 4BallonsTranslator
matches detect, vision, detection, ocr · 5,208 GitHub stars · GPL-3.0 license
- 5make-sense
matches detect, photos, vision, detection · 3,578 GitHub stars · GPL-3.0 license
- 6comic-translate
matches detect, vision, detection, ocr · 2,977 GitHub stars · Apache-2.0 license
Datasets
- 1ACERobotics/ACE-Data-0
matches detect, vision, detection · 242,066 downloads · other license
- 2dronefreak/RDD2022
matches detect, vision, detection · 49,057 downloads · cc-by-sa-4.0 license
- 3astralhf/yonder
matches detect, vision, detection · 31,200 downloads · cc-by-nc-4.0 license
- 4llamaindex/ParseBench
matches detect, detection, ocr · 27,018 downloads · apache-2.0 license
- 5pmchard/3D-ADAM
matches detect, vision, detection · 20,571 downloads · cc-by-nc-sa-4.0 license
- 6AmazonScience/RobustAD
matches detect, vision, detection · 21,231 downloads · cc-by-4.0 license
Rankings are computed from public metadata and are a starting point, not a guarantee. Always test on your own data and check each license. Ask the community if you are unsure.