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Computer vision Ideas Validation Resources

A repository for listing all useful resources on different kinds of Computer Version ideas and discussing how it's going to be a valid Idea.

Table Of Content

Computer Vision and Fitness

Articles

  1. Building a pushup counter with OpenCV and Clojure

  2. Computer science, meet exercise: How I built a push-up pedometer at a three day hackathon

  3. Build a Pushup counter app with OpenCV and Deep learning

  4. How I created the Workout Movement Counting App using Deep Learning and Optical Flow Algorithm

  5. https://devpost.com/software/pushup-perfect

Research-Papers

  1. Recognizing Exercises and Counting Repetitions

  2. Imagery based Parametric Classification of Correct and Incorrect Motion for Push-up Counter Using OpenPose

Datasets

  1. BU-action Datasets

  2. MM-Fit Dataset

  3. HMDB: a large human motion database

Similar open source projects (GitHub links)

  1. NetoPedro/Deep-Learning-Push-Up-Counter Deep Learning approach to count the number of repetitions in a video of push ups or pull ups.

  2. abishekvashok/Rep-Counter AI Exercise Rep Counter based on Google's Human Pose Estimation Library (Posenet)

  3. VNOpenAI/pushup-counter-app Count pushups from video/webcam. Tech stack: Keypoint detection, BlazePose, action recognition.

  4. PJunhyuk/exercise-pose-analyzer Exercise pose analyzer based on pose estimation

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