#26
Ranked by 30-day downloads: 21,734
esapzoi/litter-detection-yolov8
object-detection · ultralytics
21734 recent downloads · 2 likes
object detection
Top 100 object-detection models by Hugging Face’s reported recent downloads. Check each model card and task-specific evaluation before choosing.
Snapshot: 2026-11-01T06:54:34.007Z. Rankings use this list’s declared public metric; missing values sort last, ties use record ID, and Trending retains source order.
#27
Ranked by 30-day downloads: 20,967
facebook/detr-resnet-101
object-detection · transformers
20967 recent downloads · 136 likes
#28
Ranked by 30-day downloads: 20,466
Ultralytics/YOLOv8
object-detection · ultralytics
20466 recent downloads · 398 likes
#29
Ranked by 30-day downloads: 19,082
ustc-community/dfine-xlarge-coco
object-detection · transformers
19082 recent downloads · 9 likes
#30
Ranked by 30-day downloads: 17,083
ustc-community/dfine-xlarge-obj365
object-detection · transformers
17083 recent downloads · 5 likes
#31
Ranked by 30-day downloads: 16,927
Xenova/yolos-tiny
object-detection · transformers.js
16927 recent downloads · 9 likes
#32
Ranked by 30-day downloads: 14,441
datalab-to/surya_layout2
object-detection · surya
14441 recent downloads · 10 likes
#33
Ranked by 30-day downloads: 13,418
SenseTime/deformable-detr
object-detection · transformers
13418 recent downloads · 22 likes
#34
Ranked by 30-day downloads: 12,851
Xenova/detr-resnet-50
object-detection · transformers.js
12851 recent downloads · 21 likes
#35
Ranked by 30-day downloads: 11,469
Roboflow/rf-detr-base
object-detection · transformers
11469 recent downloads · 5 likes
#36
Ranked by 30-day downloads: 11,062
facebook/detr-resnet-50-dc5
object-detection · transformers
11062 recent downloads · 10 likes
#37
Ranked by 30-day downloads: 10,594
tech4humans/conditional-detr-50-signature-detector
object-detection · transformers
10594 recent downloads · 8 likes
#38
Ranked by 30-day downloads: 10,359
Piero2411/YOLOV8s-Barcode-Detection
object-detection · ultralytics
10359 recent downloads · 10 likes
#39
Ranked by 30-day downloads: 10,051
AnnaZhang/lwdetr_small_60e_coco
object-detection · transformers
10051 recent downloads · 0 likes
#40
Ranked by 30-day downloads: 9,460
microsoft/conditional-detr-resnet-50
object-detection · transformers
9460 recent downloads · 23 likes
#41
Ranked by 30-day downloads: 8,978
keremberke/yolov5m-license-plate
object-detection · yolov5
8978 recent downloads · 55 likes
#42
Ranked by 30-day downloads: 8,771
jameslahm/yoloe
object-detection · ultralytics
8771 recent downloads · 44 likes
#43
Ranked by 30-day downloads: 8,469
ustc-community/dfine-nano-coco
object-detection · transformers
8469 recent downloads · 9 likes
#44
Ranked by 30-day downloads: 8,387
valentinafevu/yolos-fashionpedia
object-detection · transformers
8387 recent downloads · 147 likes
#45
Ranked by 30-day downloads: 7,369
Aryn/deformable-detr-DocLayNet
object-detection · transformers
7369 recent downloads · 51 likes
#46
Ranked by 30-day downloads: 6,931
hustvl/yolos-base
object-detection · transformers
6931 recent downloads · 28 likes
#47
Ranked by 30-day downloads: 6,106
PekingU/rtdetr_r18vd_coco_o365
object-detection · transformers
6106 recent downloads · 5 likes
#48
Ranked by 30-day downloads: 5,976
IDEA-Research/dab-detr-resnet-50
object-detection · transformers
5976 recent downloads · 2 likes
#49
Ranked by 30-day downloads: 5,862
ustc-community/dfine-small-coco
object-detection · transformers
5862 recent downloads · 12 likes
#50
Ranked by 30-day downloads: 5,854
PekingU/rtdetr_v2_r101vd
object-detection · transformers
5854 recent downloads · 16 likes