A hand tracking demo made with mediapipe where you can control lights with pinching your fingers and moving your hand up/down.

Last update: Feb 12, 2022

Overview

HandTrackingBrightnessControl

A hand tracking demo made with mediapipe where you can control lights with pinching your fingers and moving your hand up/down.

Programs:

Python3 - basic.py
Arduino - 1_DisplayLight_SerialBrightness.ino - Neopixel demo
Arduino - 1_SerialBrightness_PWM.ino - Regular LED demo

Requirements:

Python packages:

Mediapipe (pip3 install mediapipe)
CV2 (pip3 install opencv-python)
pySerial (pip3 install pyserial)
numpy (pip3 install numpy)

Hardware:

Webcam
Arduino
Neopixel LED-strip (unless you modify the code)

Pinout (Neopixel):

Arduino pin	Where you connect it
D2	LED Strip Din
5V	+5V
GND	GND

Pinout (Regular LED WITH A RESISTOR!):

Arduino pin	Where you connect it
D3	+LED
GND	-LED

Owner

Teemu Laurila

0: Code 1: Google 2: Goto 0

GitHub Repository

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A hand tracking demo made with mediapipe where you can control lights with pinching your fingers and moving your hand up/down.

Related tags

Overview

HandTrackingBrightnessControl

Programs:

Requirements:

Python packages:

Hardware:

Pinout (Neopixel):

Pinout (Regular LED WITH A RESISTOR!):

Owner

Teemu Laurila

Performant, differentiable reinforcement learning

Pytorch implementation of ICASSP 2022 paper Attention Probe: Vision Transformer Distillation in the Wild

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Implementation for HFGI: High-Fidelity GAN Inversion for Image Attribute Editing

Source code for the GPT-2 story generation models in the EMNLP 2020 paper "STORIUM: A Dataset and Evaluation Platform for Human-in-the-Loop Story Generation"

Object Detection and Multi-Object Tracking

Using Convolutional Neural Networks (CNN) for Semantic Segmentation of Breast Cancer Lesions (BRCA)

PyTorch implementation of: Michieli U. and Zanuttigh P., "Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations", CVPR 2021.

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Official implementation of ACTION-Net: Multipath Excitation for Action Recognition (CVPR'21).

Computing Shapley values using VAEAC

The code for "Deep Level Set for Box-supervised Instance Segmentation in Aerial Images".

implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks

DTCN SMP Challenge - Sequential prediction learning framework and algorithm

Asymmetric Bilateral Motion Estimation for Video Frame Interpolation, ICCV2021

Modification of convolutional neural net "UNET" for image segmentation in Keras framework

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Partial implementation of ODE-GAN technique from the paper Training Generative Adversarial Networks by Solving Ordinary Differential Equations

Neural Fixed-Point Acceleration for Convex Optimization