mmdetection

Platform agnostic sliced/tiled inference + interactive ui + error analysis plots

OpenMMLab Model Deployment Framework

mmdetection源码注释

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

[Pedestron] Generalizable Pedestrian Detection: The Elephant In The Room. @ CVPR2021

convert mmdetection model to tensorrt, support fp16, int8, batch input, dynamic shape etc.

Neural Network Compression Framework for enhanced OpenVINO™ inference

The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6

[NeurIPS2021] Code Release of K-Net: Towards Unified Image Segmentation

Instances as Queries (ICCV 2021)

Object detection. EfficientDet-D5 level COCO AP in 20 epochs. SOTA single-stage detector on Waymo Open Dataset.

Official code of the paper "ReDet: A Rotation-Equivariant Detector for Aerial Object Detection" (CVPR 2021)

Official code of the paper "Align Deep Features for Oriented Object Detection"

SWA Object Detection

SOLOv2: Dynamic, Faster and Stronger, achives 39.5mAP on coco test-dev (36 epochs result)

[S+SSPR2020] IterDet: Iterative Scheme for Object Detection in Crowded Environments

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

[ECCV 2020] PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer

[WACV2022] ImVoxelNet: Image to Voxels Projection for Monocular and Multi-View General-Purpose 3D Object Detection

9th Place Solution of Kaggle Global Wheat Detection