PoseEstimation-TFLiteSwift
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tucan9389
The baseline project for inferencing various Pose Estimation tflite models with TFLiteSwift on iOS
Hi, in the readme you also have the 2D Demo .gif: https://user-images.githubusercontent.com/37643248/77227994-99ba2a80-6bc7-11ea-9b08-9bb57723bc42.gif But where is the matching code to get this result? I only see the 3D views?
I try to build the project locally but have issues with the TFLiteSwift-Vision dependeny. I get the error: ` No such module 'TFLiteSwift_Vision' ` and ` /Package.swift has no Package.swift...
Hi , I tried my own trained model, but the output shape of my model is 1 x 21 x 3, but the model that you gave has an output...
## Reference ### 2D - https://github.com/tucan9389/tf2-mobile-pose-estimation - https://github.com/mks0601/TF-SimpleHumanPose ### 3D - https://github.com/una-dinosauria/3d-pose-baseline - https://github.com/SangbumChoi/MobileHumanPose
The app sometimes crashes during the scale operation in vImageScale_ARGB8888(&croppedImage, &resizedImage, nil, vImage_Flags(0)) == kvImageNoError
## Goal - For robust pose matching algorithm, implement pre-processing before cosine similarity ## How to make it 1. Adjust predicted pose keypoints by captured right and left shoulder's keypoint...
## Editing Point https://github.com/tucan9389/PoseEstimation-https://github.com/tucan9389/PoseEstimation-TFLiteSwift/blob/da2931e39eea3065d72d4c83383387bbef482bc0/PoseEstimation-TFLiteSwift/Argmax.swift#L25-L41 ## Reference https://github.com/hollance/CoreMLHelpers/blob/0bd7f983c3e73abcffb692b4428e889ed4cf01b6/CoreMLHelpers/Math.swift#L23-L82
There are so many pose estimation models on [imgclsmob](https://github.com/osmr/imgclsmob) repo. I'll collect the model's link and mobile models converted to `.tflite` format. Model Name | Model Extractor | TFLite Model...