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Best Object Detection Models

447

447 object detection models on MLForge, ranked by downloads — including work from microsoft, facebook, hustvl, PaddlePaddle. Compare, download and run them locally on your own GPU. Free tier.

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Top Object Detection models

T microsoft/table-transformer-structure-recognition Object Detection ·28.8M params 1.7M 221 🤗 HF T microsoft/table-transformer-detection Object Detection ·28.8M params 1.6M 426 🤗 HF D facebook/detr-resnet-50 Object Detection ·41.6M params 1.1M 957 🤗 HF Y hustvl/yolos-small Object Detection ·30.7M params 719.9K 95 🤗 HF P PaddlePaddle/PP-DocLayoutV3_safetensors Object Detection ·33.3M params 341.1K 30 🤗 HF R PekingU/rtdetr_v2_r50vd Object Detection ·43.0M params 309.8K 28 🤗 HF R PekingU/rtdetr_r50vd_coco_o365 Object Detection ·43.0M params 254.5K 17 🤗 HF T microsoft/table-transformer-structure-recognition-v1.1-all Object Detection ·28.8M params 239.5K 83 🤗 HF D TahaDouaji/detr-doc-table-detection Object Detection ·41.6M params 208.1K 63 🤗 HF Y keremberke/yolov8m-table-extraction Object Detection 176.4K 44 🤗 HF Y hustvl/yolos-tiny Object Detection ·6.5M params 100.9K 281 🤗 HF R PekingU/rtdetr_r101vd_coco_o365 Object Detection ·76.8M params 99.4K 18 🤗 HF R PekingU/rtdetr_v2_r18vd Object Detection ·20.2M params 97.1K 6 🤗 HF A Anzhc/Anzhcs_YOLOs Object Detection 75.5K 176 🤗 HF R PekingU/rtdetr_r50vd Object Detection ·43.0M params 63.7K 34 🤗 HF D facebook/detr-resnet-101 Object Detection ·60.7M params 55.8K 130 🤗 HF V Hexmon/vyra-yolo-ppe-detection Object Detection 43.9K 4 🤗 HF S foduucom/stockmarket-pattern-detection-yolov8 Object Detection 42.1K 414 🤗 HF Y morsetechlab/yolov11-license-plate-detection Object Detection 26.5K 36 🤗 HF Y keremberke/yolov5m-license-plate Object Detection 23.9K 54 🤗 HF Y valentinafevu/yolos-fashionpedia Object Detection 21.4K 146 🤗 HF C microsoft/conditional-detr-resnet-50 Object Detection ·43.5M params 18.5K 13 🤗 HF R PekingU/rtdetr_r18vd_coco_o365 Object Detection ·20.2M params 17.3K 5 🤗 HF S ayushgupta7777/safetyvision-yolov8 Object Detection 11.8K 🤗 HF Y Ultralytics/YOLOv8 Object Detection 10.3K 374 🤗 HF Y iitolstykh/YOLO-Face-Person-Detector Object Detection 10.0K 20 🤗 HF Y Ultralytics/YOLO11 Object Detection 9.7K 197 🤗 HF R PekingU/rtdetr_r18vd Object Detection ·20.2M params 9.7K 6 🤗 HF Y Ultralytics/YOLO26 Object Detection 8.1K 95 🤗 HF Y Fuyucchi/yolov8_animeface Object Detection 7.9K 16 🤗 HF D SenseTime/deformable-detr Object Detection ·40.2M params 7.8K 20 🤗 HF D facebook/detr-resnet-101-dc5 Object Detection ·60.7M params 7.3K 19 🤗 HF R PekingU/rtdetr_v2_r101vd Object Detection ·76.8M params 7.0K 14 🤗 HF D Xenova/detr-resnet-50 Object Detection 6.5K 20 🤗 HF C tech4humans/conditional-detr-50-signature-detector Object Detection ·43.5M params 6.2K 6 🤗 HF L mudler/locate-anything.cpp-gguf Object Detection 4.7K 6 🤗 HF Y jameslahm/yoloe Object Detection 4.7K 45 🤗 HF B mosesb/best-comic-panel-detection Object Detection 4.7K 13 🤗 HF D ustc-community/dfine-small-coco Object Detection ·10.4M params 4.4K 12 🤗 HF D Aryn/deformable-detr-DocLayNet Object Detection ·41.1M params 4.2K 51 🤗 HF M KZHIwEI/mdpianimal-models Object Detection 4.1K 🤗 HF P PaddlePaddle/PP-DocLayoutV2_safetensors Object Detection ·53.7M params 4.1K 5 🤗 HF Y Armaggheddon/yolo11-document-layout Object Detection 4.0K 16 🤗 HF P PaddlePaddle/PP-DocLayoutV2 Object Detection 3.9K 32 🤗 HF D facebook/detr-resnet-50-dc5 Object Detection ·41.6M params 3.9K 6 🤗 HF D ustc-community/dfine-large-coco Object Detection ·31.4M params 3.6K 🤗 HF F yainage90/fashion-object-detection Object Detection ·43.5M params 3.4K 38 🤗 HF D ustc-community/dfine-nano-coco Object Detection ·3.8M params 3.3K 7 🤗 HF Y jameslahm/yolov10x Object Detection 3.2K 40 🤗 HF U MidnightRunner/Ultralytics Object Detection 3.1K 7 🤗 HF Y hustvl/yolos-base Object Detection 3.0K 27 🤗 HF Y macpaw-research/yolov11l-ui-elements-detection Object Detection 2.8K 8 🤗 HF R Yifeng-Liu/rt-detr-finetuned-for-satellite-image-roofs-detection Object Detection ·76.6M params 2.7K 18 🤗 HF Y macpaw-research/yolov11l-ui-groups-detection Object Detection 2.5K 🤗 HF T foduucom/table-detection-and-extraction Object Detection 2.4K 106 🤗 HF D HuggingPanda/docling-layout Object Detection ·42.9M params 2.3K 6 🤗 HF S GaryFer/smart-parking-weights Object Detection 2.2K 🤗 HF R PekingU/rtdetr_r101vd Object Detection ·76.8M params 2.0K 4 🤗 HF D IDEA-Research/dab-detr-resnet-50 Object Detection ·43.8M params 2.0K 2 🤗 HF Y Xenova/yolos-tiny Object Detection 1.9K 7 🤗 HF Y keremberke/yolov5n-license-plate Object Detection 1.9K 25 🤗 HF Y dathuynh1108/yolo-vietnamese-id-detection Object Detection 1.8K 🤗 HF V kiselyovd/vehicle-keypoints Object Detection 1.8K 🤗 HF Y Hansung-Cho/yolov8-ppe-detection Object Detection 1.8K 4 🤗 HF R justjuu/rtdetr-v2-license-plate-detection Object Detection ·42.9M params 1.7K 3 🤗 HF Y Armaggheddon/yolo26-document-layout Object Detection 1.7K 4 🤗 HF D ustc-community/dfine-xlarge-obj365 Object Detection ·63.4M params 1.7K 5 🤗 HF D conjuncts/ditr-e15 Object Detection ·28.8M params 1.6K 🤗 HF Y Piero2411/YOLOV8s-Barcode-Detection Object Detection 1.5K 10 🤗 HF Y mdefrance/yolos-base-signature-detection Object Detection 1.4K 1 🤗 HF D ustc-community/dfine-xlarge-coco Object Detection ·62.9M params 1.4K 9 🤗 HF Y Ultralytics/YOLOv5 Object Detection 1.4K 8 🤗 HF Y keremberke/yolov8m-hard-hat-detection Object Detection 1.3K 12 🤗 HF R Roboflow/rf-detr-base Object Detection ·32.2M params 1.3K 5 🤗 HF Y keremberke/yolov8n-hard-hat-detection Object Detection 1.3K 10 🤗 HF R Roboflow/rf-detr-large Object Detection ·33.9M params 1.2K 15 🤗 HF Y keremberke/yolov8m-protective-equipment-detection Object Detection 1.2K 18 🤗 HF R mudler/rfdetr-cpp-nano Object Detection 1.2K 9 🤗 HF D cmarkea/detr-layout-detection Object Detection ·42.9M params 1.1K 28 🤗 HF T microsoft/table-transformer-structure-recognition-v1.1-fin Object Detection ·28.8M params 1.1K 2 🤗 HF C apple/coreml-YOLOv3 Object Detection 1.1K 18 🤗 HF D ustc-community/dfine-medium-coco Object Detection ·19.6M params 1.1K 3 🤗 HF F rabahdev/fire-smoke-yolov8n Object Detection 1.0K 2 🤗 HF Y nickmuchi/yolos-small-finetuned-license-plate-detection Object Detection 1.0K 41 🤗 HF Y NAKSTStudio/yolov8m-chess-piece-detection Object Detection 1.0K 1 🤗 HF F luxdelux7/ForbiddenVision_Models Object Detection 1.0K 10 🤗 HF D ustc-community/dfine-medium-obj365 Object Detection ·20.1M params 994 2 🤗 HF T Subh775/Threat-Detection-YOLOv8n Object Detection 985 3 🤗 HF Y keremberke/yolov8m-blood-cell-detection Object Detection 984 11 🤗 HF Y keremberke/yolov8m-forklift-detection Object Detection 978 8 🤗 HF R PekingU/rtdetr_v2_r34vd Object Detection ·31.5M params 973 7 🤗 HF Y keremberke/yolov8m-valorant-detection Object Detection 955 11 🤗 HF Y keremberke/yolov8m-nlf-head-detection Object Detection 937 4 🤗 HF D ustc-community/dfine-large-obj2coco-e25 Object Detection ·31.4M params 910 4 🤗 HF Y corzent/yolo11x_watermark_detection Object Detection 908 16 🤗 HF L boboyes/leagueoflegends-minimap-detection Object Detection 904 4 🤗 HF Y keremberke/yolov8m-csgo-player-detection Object Detection 891 8 🤗 HF D ustc-community/dfine-xlarge-obj2coco Object Detection ·62.9M params 889 6 🤗 HF Y wish44165/YOLOv12-BoT-SORT-ReID Object Detection 884 11 🤗 HF P breezedeus/pix2text-table-rec Object Detection ·28.8M params 875 2 🤗 HF H vivekvar/helmet-v5 Object Detection 862 🤗 HF Y keremberke/yolov8n-protective-equipment-detection Object Detection 852 1 🤗 HF U mehmetkeremturkcan/UrbanOmniDetect Object Detection 843 1 🤗 HF Y keremberke/yolov8m-plane-detection Object Detection 837 12 🤗 HF D ustc-community/dfine-medium-obj2coco Object Detection ·19.6M params 832 4 🤗 HF D ustc-community/dfine-small-obj2coco Object Detection ·10.4M params 807 🤗 HF Y qualcomm/Yolo-X Object Detection 804 9 🤗 HF Y mdefrance/yolos-tiny-signature-detection Object Detection 792 2 🤗 HF Y keremberke/yolov8s-forklift-detection Object Detection 780 6 🤗 HF I AvoCahDoe/invoice-layout-yolov8m Object Detection 769 🤗 HF I AvoCahDoe/invoice-layout-yolov8n Object Detection 767 🤗 HF Y SalahALHaismawi/yolov26-fire-detection Object Detection 763 6 🤗 HF R Roboflow/rf-detr-medium Object Detection ·33.7M params 749 6 🤗 HF Y keremberke/yolov8n-valorant-detection Object Detection 719 1 🤗 HF S Alifgala/signature-detection-yolo Object Detection 717 🤗 HF Y keremberke/yolov8n-nlf-head-detection Object Detection 713 4 🤗 HF Y keremberke/yolov8n-table-extraction Object Detection 705 14 🤗 HF R Roboflow/rf-detr-nano Object Detection ·30.5M params 705 🤗 HF Y keremberke/yolov8s-protective-equipment-detection Object Detection 698 5 🤗 HF L AnnaZhang/lwdetr_small_60e_coco Object Detection ·14.6M params 682 🤗 HF

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