TEQU

jetson-nodered-tensorflow

Install & configure Tensorflow (1.15.0) on Nvidia Jetson Nano/Xavier NX board to be used in Node-RED.

tequ-api-client

Subflows for Node-RED to process images and send to Tequ-API.

tequ-jetson-basler

Install and configure Basler pylon components for Computer Vision to NVIDIA Jetson boards.

tequ-jetson-setup

Basic steps to setup Jetson board

tequ-node-red-plotly-chart

Node-RED Dashboard 2.0 ui-template for Plotly.js chart.

tequ-node-red-plotly-create

Node that creates Plotly.js chart.

tequ-node-red-plotly-memory

Node to save and keep Plotly chart data in global memory.

tequ-node-red-plotly-trace

Node to create traces to be added into Plotly.js chart.

tequ-setup-triton-inference-server

Configure NVIDIA Triton Inference Server on different platforms. Deploy object detection model in Tensorflow SavedModel format to server. Send images to server for inference with Node-RED. Triton Inference Server HTTP API is used for inference.

tequ-tf1-ca-training-pipeline

Pipeline to train object detection model from dataset annotated with Cloud Annotations tool. Resulting model format is Tensorflow1 tfjs_graph_model.

Lapland-UAS-Tequ/tequ-jetson-basler

Install and configure Basler pylon components for Computer Vision to NVIDIA Jetson boards.

Lapland-UAS-Tequ/tequ-setup-triton-inference-server

Configure NVIDIA Triton Inference Server on different platforms. Deploy object detection model in Tensorflow SavedModel format to server. Send images to server for inference with Node-RED. Triton Inference Server HTTP API is used for inference.

Lapland-UAS-Tequ/tequ-jetson-setup

Basic steps to setup Jetson board

Lapland-UAS-Tequ/tequ-bee-nest-scale

This is repository of Bee Nest scale prototype device. Prototype is developed for Pycom Lopyv4 development board and each prototype can monitor weight of the single bee nest

Lapland-UAS-Tequ/tequ-node-red-data-filter

Filters data based on value change limit of target value. Timeout can be configured to set regular value updates.

Lapland-UAS-Tequ/tequ-node-red-entso-e

Node-RED node to query electricity spot prices from ENTSO-E Transparency Platform.

Lapland-UAS-Tequ/tequ-node-red-gstreamer

Node-RED node to launch and control GStreamer pipelines. Supports Basler pylonsrc and v4l2src.

Lapland-UAS-Tequ/tequ-node-red-object-detection-tf2-sm

Node-RED node to detect objects from image using Tensorflow 2 SavedModel.

Lapland-UAS-Tequ/tequ-node-red-plotly-chart

Node-RED Dashboard 2.0 ui-template for Plotly.js chart.

Lapland-UAS-Tequ/tequ-node-red-plotly-create

Node that creates Plotly.js chart.

Lapland-UAS-Tequ/tequ-node-red-plotly-memory

Node to save and keep Plotly chart data in global memory.

Lapland-UAS-Tequ/tequ-node-red-plotly-trace

Node to create traces to be added into Plotly.js chart.

Lapland-UAS-Tequ/tequ-node-red-resize-jpeg-tf

Node-RED node to resize JPG image. Uses tfjs-node-gpu for image manipulation.

Lapland-UAS-Tequ/tequ-node-red-timer

Node-RED timer node mainly for data acquisition purposes.

Lapland-UAS-Tequ/tequ-basler-gstreamer

Use Gstreamer to view video stream from Basler cameras.

Lapland-UAS-Tequ/tequ-bee-nest-scale-v2

Lapland-UAS-Tequ/tequ-iot-datalogger

Datalogger

Lapland-UAS-Tequ/tequ-iot-xbee-grove-wio-e5

XBee 3 based datalogger that uses Grove Wio-E5 module to send data to LoRaWAN network.

Lapland-UAS-Tequ/tequ-jetson-nodered-tensorflow

Install & configure Tensorflow 2 on NVIDIA Jetson board to be used in Node-RED.

Lapland-UAS-Tequ/tequ-node-red-annotate

Node-RED node to annotate object detection prediction results. Uses canvas and sharp for image manipulation.

Lapland-UAS-Tequ/tequ-node-red-mjpeg

Node-RED node to connect MJPEG stream.

Lapland-UAS-Tequ/tequ-node-red-parse-jpeg

Node-RED node to parse JPEGs from single buffer or stream. Uses sharp for image manipulation.

Lapland-UAS-Tequ/tequ-node-red-parse-jpeg-tf

Node-RED node to parse JPEGs from single buffer or stream. Uses tfjs-node-gpu for image manipulation.

Lapland-UAS-Tequ/tequ-node-red-plotly-add

Node to plot data to Plotly.js charts inside Node-RED Dashboard 2.0 ui-template.

Lapland-UAS-Tequ/tequ-node-red-triton-post-process

Node-RED node to post process NVIDIA Triton Inference Server result.

Lapland-UAS-Tequ/tequ-node-red-triton-pre-process-tf

Node-RED node to pre process image for NVIDIA Triton Inference Server.

Lapland-UAS-Tequ/tequ-node-red-triton-request

Node-RED node to send inference request to NVIDIA Triton Inference Server.

Lapland-UAS-Tequ/tequ-proto4-rpi-app

Node-RED application to read and process data from Movella Xsens acceleration&GNSS sensor unit.

Lapland-UAS-Tequ/tequ-rpi-setup

Raspberry PI 3/4 preparation for data acquisition and computer vision in Node-RED & Python.

Lapland-UAS-Tequ/tequ-solarctic-entso-e

Simple Node-RED flow to query future or historical electricity prices from ENTSO-E Transparency Platform.