1.facebookresearch / detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
+375 stars
from 34,590 · score 5.93
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Ranked by Attention Score: stars gained over the last 90 complete days
11 repositories by Attention Score · Aug 6, 2026 – Nov 3, 2026 (UTC)
2.IDEA-Research / GroundingDINO
[ECCV 2024] Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"
- object-detection
- open-world
- open-world-detection
- vision-language
- vision-language-transformer
+295 stars
from 10,436 · score 5.69
3.open-mmlab / mmdetection
OpenMMLab Detection Toolbox and Benchmark
- object-detection
- instance-segmentation
- fast-rcnn
- faster-rcnn
- mask-rcnn
- cascade-rcnn
- +14 more
+236 stars
from 32,786 · score 5.47
4.IDEA-Research / Grounded-Segment-Anything
Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything
- open-vocabulary-detection
- open-vocabulary-segmentation
- data-generation
- automatic-labeling-system
- caption
- speech
- +2 more
+151 stars
from 17,639 · score 5.02
5.Megvii-BaseDetection / YOLOX
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
- yolox
- yolov3
- onnx
- tensorrt
- ncnn
- openvino
- +5 more
+148 stars
from 10,541 · score 5.00
6.PaddlePaddle / PaddleDetection
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
- object-detection
- instance-segmentation
- faster-rcnn
- mask-rcnn
- yolov3
- blazeface
- +14 more
+136 stars
from 14,320 · score 4.92
7.open-mmlab / OpenPCDet
OpenPCDet Toolbox for LiDAR-based 3D Object Detection.
- point-cloud
- 3d-detection
- autonomous-driving
- pv-rcnn
- object-detection
- pytorch
+94 stars
from 5,663 · score 4.55
8.open-mmlab / mmdetection3d
OpenMMLab's next-generation platform for general 3D object detection.
- pytorch
- 3d-object-detection
- object-detection
- point-cloud
+88 stars
from 6,482 · score 4.49
9.facebookresearch / detrArchived
End-to-End Object Detection with Transformers
+18 stars
from 15,331 · score 2.94
10.facebookresearch / DetectronArchived
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
+9 stars
from 26,332 · score 2.30
11.tusen-ai / simpledet
A Simple and Versatile Framework for Object Detection and Instance Recognition
- mxnet
- object-detection
- instance-segmentation
+5 stars
from 3,083 · score 1.79