Model Zoo

Lightweight Pose Network

Simple and Lightweight Human Pose Estimation

LPN-50 (COCO)

256x192x3 coco onnx

LPN-101 (COCO)

256x192x3 coco onnx

LPN-152 (COCO)

256x192x3 coco onnx

LPN-50 (MPII)

256x256x3 mpii onnx

BlazePose

BlazePose is a lightweight model for human pose estimation tailored for real-time inference on mobile devices. It produces 33 body keypoints for a single person and runs at over 30 frames per second on a Pixel 2 phone.

BlazePose-Lite

256x256x3 blazepose mediapipe

BlazePose-Full

256x256x3 blazepose mediapipe

BlazePose-Heavy

256x256x3 blazepose mediapipe

RTMPose

RTMPose is a real-time multi-person pose estimation model which uses a CSPNeXt backbone with a lightweight SimCC head.

RTMPose-t

256x192x3 coco onnx

RTMPose-s

256x192x3 coco onnx

RTMPose-m

256x192x3 coco onnx

RTMPose-l

256x192x3 coco onnx

RTMW-m

256x192x3 coco_wholebody onnx

RTMDet

detectors_rtmdet-nano_coco-person_320x320

RTMDet-nano

320x320x3 onnx

RTMDet-m

640x640x3 onnx

MoveNet

MoveNet Lightning

192x192x3 coco tflite

MoveNet Lightning FP16

192x192x3 coco tflite

MoveNet Lightning INT8

192x192x3 coco tflite

MoveNet Thunder

256x256x3 coco tflite

MoveNet Thunder FP16

256x256x3 coco tflite

MoveNet Thunder Int8

256x256x3 coco tflite

NASNet

An efficient pose estimation model containing a NAS-searched backbone and a head with slim transposed convolutions and a spatial information correction module.

NASNet-A (COCO)

256x192x3 coco tflite

NASNet-B (COCO)

256x192x3 coco tflite

NASNet-B (MPII)

256x256x3 mpii tflite

NASNet-C (COCO)

256x192x3 coco tflite

NASNet-C (MPII)

256x256x3 mpii tflite

SimCC

SimCC: a Simple Coordinate Classification Perspective for Human Pose Estimation

SimCC-mbv2

256x192x3 coco onnx

SimCC-ViPNAS-MBV3

256x192x3 coco onnx

SimCC-ResNet50

256x192x3 coco onnx

EfficientPose

A family of EfficientNet-based single-person pose estimation networks trained on MPII keypoints with different trade-offs between accuracy and efficiency.

EfficientPose-RT

224x224x3 mpii tflite

EfficientPose-RT-Lite

224x224x3 mpii tflite

EfficientPose-I

256x256x3 mpii tflite

EfficientPose-I-Lite

256x256x3 mpii tflite

EfficientPose-II

368x368x3 mpii tflite

EfficientPose-II-Lite

368x368x3 mpii tflite

EfficientPose-III

480x480x3 mpii tflite

EfficientPose-IV

600x600x3 mpii tflite