mmdetection

There are 10 repositories under mmdetection topic.

sahi
obss / sahi
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
coco computer-vision deep-learning explainable-ai fiftyone hacktoberfest huggingface instance-segmentation large-image machine-learning mmdetection object-detection oriented-object-detection python pytorch remote-sensing satellite small-object-detection tiling yolo11
Language:Python 4915
open-mmlab / mmdeploy
OpenMMLab Model Deployment Framework
model-converter sdk deployment tensorrt ncnn pplnn openvino onnxruntime onnx mmdetection mmsegmentation computer-vision deep-learning pytorch
Language:Python 3060
open-mmlab / playground
A central hub for gathering and showcasing amazing projects that extend OpenMMLab with SAM and other exciting features.
mmdetection mmocr mmpose mmrotate openmmlab sam
Language:Python 1219
hasanirtiza / Pedestron
[Pedestron] Generalizable Pedestrian Detection: The Elephant In The Room. @ CVPR2021
pedestrian-detection autonomous-driving citypersons caltech eurocity-persons retinanet cascade-rcnn faster-rcnn benchmarking datasets-preparation crowdhuman wider-person widerface mmdetection detectron pedestrian-detection-datasets detectors datasets-preprocessing
Language:Python 704
ming71 / mmdetection-annotated
mmdetection源码注释
object-detection pytorch mmdetection instance-segmentation
Language:Python 657
HRNet / HRNet-Object-Detection
Object detection with multi-level representations generated from deep high-resolution representation learning (HRNetV2h). This is an official implementation for our TPAMI paper "Deep High-Resolution Representation Learning for Visual Recognition". https://arxiv.org/abs/1908.07919
mmdetection object-detection faster-rcnn cascade-rcnn mscoco hrnets
Language:Python 655
grimoire / mmdetection-to-tensorrt
convert mmdetection model to tensorrt, support fp16, int8, batch input, dynamic shape etc.
tensorrt mmdetection inference object-detection faster-rcnn cascade-rcnn ssd retinanet yolov3
Language:Python 598
amirassov / kaggle-imaterialist
The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6
computer-vision deep-learning hybrid-task-cascade imaterialist instance-segmentation kaggle kaggle-imaterialist mmdetection object-detection pytorch
Language:Python 484
ZwwWayne / K-Net
[NeurIPS2021] Code Release of K-Net: Towards Unified Image Segmentation
panoptic-segmentation image-segmentation pytorch mmsegmentation mmdetection semantic-segmentation
Language:Python 479
shinya7y / UniverseNet
USB: Universal-Scale Object Detection Benchmark (BMVC 2022)
mmdetection object-detection pytorch waymo-open-dataset
Language:Python 433
csuhan / ReDet
Official code of the paper "ReDet: A Rotation-Equivariant Detector for Aerial Object Detection" (CVPR 2021)
object-detection aerial-imagery mmdetection rotation-equivariance rotation-invariant-features
Language:Python 420
hustvl / QueryInst
[ICCV 2021] Instances as Queries
computer-vision instance-segmentation mmdetection video-instance-segmentation
Language:Python 412
LiWentomng / BoxInstSeg
A toolbox for box-supervised instance segmentation.
box-supervision instance-segmentation mmdetection toolbox
Language:Python 401
csuhan / s2anet
Official code of the paper "Align Deep Features for Oriented Object Detection"
object-detection feature-alignment mmdetection pytorch aerial-image-detection
Language:Python 389
RockeyCoss / Prompt-Segment-Anything
This is an implementation of zero-shot instance segmentation using Segment Anything.
instance-segmentation segment-anything mmdetection
Language:Python 314
Adamdad / ConsistentTeacher
[CVPR2023 Highlight] Consistent-Teacher: Towards Reducing Inconsistent Pseudo-targets in Semi-supervised Object Detection
mmdetection object-detection sample-efficiency semi-supervised-learning semi-supervised-object-detection ssod
Language:Python 311
hyz-xmaster / swa_object_detection
SWA Object Detection
object-detection instance-segmentation mscoco mmdetection deep-neural-networks
Language:Python 246
YuqingWang1029 / SOLOv2
SOLOv2: Dynamic, Faster and Stronger, achives 39.5mAP on coco test-dev (36 epochs result)
instance-segmentation mmdetection pytorch
Language:Python 245
milleniums / underwater-object-detection-mmdetection
和鲸社区Kesci 水下目标检测算法赛（光学图像赛项）三等奖单模方案
detection mmdetection underwater-images
Language:Python 196
fcakyon / small-object-detection-benchmark
icip2022 paper: sahi benchmark on visdrone and xview datasets using fcos, vfnet and tood detectors
benchmark coco fcos icip2022 mmdetection object-detection pytorch sahi small-object-detection tood vfnet visdrone xview
Language:Python 183
d-li14 / PSConv
[ECCV 2020] PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer
convolution multi-scale feature-pyramids object-detection instance-segmentation mmdetection pytorch eccv2020
Language:Python 176
hdjang / Feature-Selective-Anchor-Free-Module-for-Single-Shot-Object-Detection
A PyTorch Implementation of Feature Selective Anchor-Free Module for Single-Shot Object Detection (CVPR'19)
pytorch mmdetection fsaf retinanet cvpr2019
Language:Python 147
amirassov / kaggle-global-wheat-detection
9th Place Solution of Kaggle Global Wheat Detection
kaggle deep-learning computer-vision object-detection mmdetection
Language:Python 144
hukaixuan19970627 / OrientedRepPoints_DOTA
Oriented Object Detection: Oriented RepPoints + Swin Transformer/ReResNet
oriented-object-detection rotated-object swin-transformer mosaic mixup mmdetection rotation-equivariance
Language:Python 132
csuhan / VFA
Official code of the paper "Few-Shot Object Detection via Variational Feature Aggregation" (AAAI 2023)
few-shot-object-detection mmdetection object-detection mmfewshot
Language:Python 101
lucifer443 / SpineNet-Pytorch
This project is a kind of implementation of SpineNet(CVPR 2020) using mmdetection.
detection cvpr2020 pytorch nas mmdetection spinenet
Language:Python 99
WangRongsheng / KDAT
💥一个专为视觉方向目标检测全流程的标注工具集，全称：Kill Object Detection Annotation Tools。
detection object-detection yolo yolov5 yolov3 yolov4 yolox paddledetection mmdetection voc labelimg
Language:Python 79
wkpark / uddetailer
μ DDetailer, DDetailer fork to support DDetailer as an extension
mediapipe mmdetection mmyolo sd-webui stable-diffusion-webui stable-diffusion-webui-plugin ultralytics yolov8
Language:Python 79
lzh420202 / FCOSR
FCOSR: A Simple Anchor-free Rotated Detector for Aerial Object Detection
aerial-image-detection fcosr mmdetection object-detection pytorch
Language:Jupyter Notebook 73
abdoelsayed2016 / TNCR_Dataset
Deep learning, Convolutional neural networks, Image processing, Document processing, Table detection, Page object detection, Table classification. https://www.sciencedirect.com/science/article/pii/S0925231221018142
image-classification deep-learning convolutional-neural-networks cnn pytorch mmdetection table object-detection object-recognition classification table-detection table-recognition
Language:Python 70
food-recognition-benchmark-starter-kit
AIcrowd / food-recognition-benchmark-starter-kit
This repository is the main Food Recognition Benchmark template and Starter kit. Clone the repository to compete now!
benchmark dataset detectron2 food-classification mask-rcnn mmdetection
Language:Jupyter Notebook 69
yan-roo / SpineNet-Pytorch
SpineNet - mmdetection (Pytorch) Implementation
cvpr2020 mmdetection pytorch spinenet spinenet-pytorch
Language:Python 68
ShengkaiWu / IoU-aware-single-stage-object-detector
IoU-aware single-stage object detector for accurate localization
detector retinanet mmdetection
Language:Python 67
JialeCao001 / D2Det-mmdet2.1
D2Det using mmdetection v2.1, supporting Objects365 and LVIS
lvis mmdetection object-detection objects365
Language:Python 65
Rushi314 / GPR-Object-Detection
This repository contains code to train object detection models like FRCNN/YOLO for identifying objects in Ground Penetrating Radar scans. It also contains code to generate fake data using Generative Adversarial Networks(GANs).
frcnn mmdetection object-detection gans ground-penetrating-radar machine-learning generative-adversarial-network yolo
Language:Jupyter Notebook 56
isLinXu / vision-process-webui
💡💡💡awesome compute vision app in gradio
detectron2 detrex mmaction2 mmdetection mmocr mmpose mmsegmentation mmyolo openmmlab timm torchvision ultralytics yolo-series mmpretrain super-gradients
Language:Python 55

mmdetection

obss / sahi

open-mmlab / mmdeploy

open-mmlab / playground

hasanirtiza / Pedestron

ming71 / mmdetection-annotated

HRNet / HRNet-Object-Detection

grimoire / mmdetection-to-tensorrt

amirassov / kaggle-imaterialist

ZwwWayne / K-Net

shinya7y / UniverseNet

csuhan / ReDet

hustvl / QueryInst

LiWentomng / BoxInstSeg

csuhan / s2anet

RockeyCoss / Prompt-Segment-Anything

Adamdad / ConsistentTeacher

hyz-xmaster / swa_object_detection

YuqingWang1029 / SOLOv2

milleniums / underwater-object-detection-mmdetection

fcakyon / small-object-detection-benchmark

d-li14 / PSConv

hdjang / Feature-Selective-Anchor-Free-Module-for-Single-Shot-Object-Detection

amirassov / kaggle-global-wheat-detection

hukaixuan19970627 / OrientedRepPoints_DOTA

csuhan / VFA

lucifer443 / SpineNet-Pytorch

WangRongsheng / KDAT

wkpark / uddetailer

lzh420202 / FCOSR

abdoelsayed2016 / TNCR_Dataset

AIcrowd / food-recognition-benchmark-starter-kit

yan-roo / SpineNet-Pytorch

ShengkaiWu / IoU-aware-single-stage-object-detector

JialeCao001 / D2Det-mmdet2.1

Rushi314 / GPR-Object-Detection

isLinXu / vision-process-webui