dense-object-detection

There are 1 repository under dense-object-detection topic.

implus / GFocal
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection, NeurIPS2020
anchor-free classification dense-detector dense-object-detection detection dfl dirac-delta-distribution focal-loss focalloss generalized-focal-loss gfl inference neurips-2020 object-detection object-recognition one-stage qfl quality-estimation single-stage
Language:Python 607
implus / GFocalV2
Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection, CVPR2021
detection object-detection dense-object-detection computer-vision gfl gflv2 localization-quality one-stage-detector distribution-statistics cvpr21 cvpr2021
Language:Python 483
hyz-xmaster / VarifocalNet
VarifocalNet: An IoU-aware Dense Object Detector
object-detection dense-object-detection varifocal-loss focal-loss mscoco varifocalnet
Language:Python 355
fcjian / TOOD
TOOD: Task-aligned One-stage Object Detection, ICCV2021 Oral
computer-vision object-detection one-stage-detector anchor-free anchor-based dense-object-detection task-alignment tood t-head tal sample-assignment task-aligned-loss task-alignment-metric iccv2021 iccv21
Language:Python 332
groomed_nms
abhi1kumar / groomed_nms
[CVPR 2021] Official PyTorch Code of GrooMeD-NMS: Grouped Mathematically Differentiable NMS for Monocular 3D Object Detection
cvpr2021 monocular-3d-localization monocular-3d-detection differentiable-nms groomed-nms object-detection dense-object-detection one-stage-detector detection one-stage nms autonomous-vehicles autonomous-driving non-maximum-suppression 3d-object-detection
Language:C++ 93
vita-epfl / VoxDet
[NeurIPS 25 Spotlight] VoxDet: Rethinking 3D Semantic Occupancy Prediction as Dense Object Detection
camera-based dense-object-detection lidar-based semantic-scene-completion
Language:Python 52
umrover / keyboard-detection
Detecting keyboard keys under heavy motion & noise using a synthetic training image pipeline and dense image segmentation models.
amodal-instance-segmentation dense-object-detection image-segmentation-pytorch robust-machine-learning synthetic-dataset-generation
Language:Jupyter Notebook 0