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Top 7 mmdetection open source projects

Instances as Queries (ICCV 2021)

✭ 325

python computer-vision instance-segmentation mmdetection video-instance-segmentation

Unofficial Implementation of ECANets (CVPR 2020) for the Reproducibility Challenge 2020.

✭ 27

python Jupyter Notebook deep-neural-networks research computer-vision deep-learning reproducible-research pytorch image-classification image-recognition convolutional-neural-networks object-detection image-segmentation reproducibility reproducible-paper mmdetection wandb cvpr2020

OrientedRepPoints DOTA

Oriented Object Detection: Oriented RepPoints + Swin Transformer/ReResNet

✭ 62

mosaic mixup oriented-object-detection mmdetection rotation-equivariance rotated-object swin-transformer

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

✭ 37

python Jupyter Notebook deep-learning table cnn pytorch classification image-classification convolutional-neural-networks object-detection object-recognition table-recognition table-detection mmdetection

imvoxelnet

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

✭ 179

python C++Cuda pytorch object-detection kitti scannet 3d-object-detection nuscenes mmdetection sun-rgbd imvoxelnet

FCOSR

FCOSR: A Simple Anchor-free Rotated Detector for Aerial Object Detection

✭ 59

Jupyter Notebook python Cuda C++shell Dockerfile pytorch object-detection mmdetection aerial-image-detection fcosr

K-Net

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

✭ 434

python shell pytorch image-segmentation semantic-segmentation panoptic-segmentation mmdetection mmsegmentation

1-7 of 7 mmdetection projects