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Top 7 anchor-free open source projects

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

✭ 2,839

python Cuda C++Dockerfile pytorch computer-vision object-detection one-stage fcos anchor-free iccv2019

⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

✭ 3,640

python C++java CMake android deep-learning pytorch object-detection deep-neural-networks model-zoo mnn shufflenet ncnn openvino anchor-free efficientnet repvgg

GGHL

This is the implementation of GGHL (A General Gaussian Heatmap Label Assignment for Arbitrary-Oriented Object Detection)

✭ 309

python C++Cuda c cython shell deep-learning pytorch remote-sensing object-detection nvidia-jetson-tx2 oriented-object-detection nvidia-jetson-xavier anchor-free centernet fcos-r

CornerNet-Lite-Pytorch

🚨🚨🚨 CornerNet:基于虚拟仿真环境下的自动驾驶交通标志识别

✭ 34

python C++detection cv pytorch cornernet anchor-free cornernet-lite

keras cv attention models

Keras/Tensorflow attention models including beit,botnet,CMT,CoaT,CoAtNet,convnext,cotnet,davit,efficientdet,efficientnet,fbnet,gmlp,halonet,lcnet,levit,mlp-mixer,mobilevit,nfnets,regnet,resmlp,resnest,resnext,resnetd,swin,tinynet,uniformer,volo,wavemlp,yolor,yolox

✭ 159

python recognition tensorflow model detection keras tf2 imagenet attention coco tf visualizing anchor-free

FCOS.Pytorch

fcos implementation in pytorch1.x

✭ 84

python detection pytorch object-detection fcos anchor-free

FCOS GluonCV

FCOS: Fully Convolutional One-Stage Object Detection.

✭ 24

python C++mxnet coco gluoncv fcos anchor-free

1-7 of 7 anchor-free projects