The first step in this project was to train a model to detect garbage in the forest. To gain some time, I tried to see if there is a prepared dataset for garbage detection in forest, and I found this github repo Garbage Detection using Yolov5...
Got training for MobileNetSSDv2 working: https://colab.research.google.com/drive/1n7uScOl8MoqZ1guQM6iaU1-BFbDGGWLG You can label using this tool: https://github.com/tzutalin/labelImg
If you've looked at the price of high end graphics cards recently (2018) you'll quickly realise that it will be much more cost effective to rent one in a cloud for $3 an hour. I rented a Tesla 16Gb P100 which has a list price of about $6,000 dollars!...
Meant to share this a while ago. So we have our initial online custom training for DepthAI now live on Colab. https://colab.research.google.com/drive/1Eg-Pv7Amgc3THB6ZbnSaDJm0JAr0QPPU So there are two notable limitations currently: DepthAI currently...
ChatGPT prompt: write a hackaday.io project log entry for ecobot ai trainingProject Log Entry - EcoBot AI Training: Enabling Intelligent Recycling Through Advanced Algorithms Date: August 10, 2023 Greetings, EcoChampions! We're back with an exciting...
Even after adding another 600 images and associated text files, detectNet neural network failed to show any real signs of convergence, even after a couple of hours on AWS P100 GPU:Since I want to make use of the recently released Nvidia Nano dev kit,...
It is not easy to keep a whole class interested in a lesson. Sometimes it seems that students are just bored and they are not absorbing any of the information you are hardly trying to teach. A suggestion can be to talk less and involve students more....
In this large-scale training run I'll be using 5177 negative images, and 750 positive elephant-images. I'll attempt hard-negative mining on 500 images. Hard-negative mining is outlined in the following paper 'Object Detection with Discriminatively Trained...
I am not an electronic engineer so a lot of the process below is how, as an amateur, I go about implementing and testing my ideas. Basically a lot of trial and error and experimentation as I don't have the depth of knowledge or training to do otherwise...
Now trying to decide on an appropriate controller platform which would need to be low powered so naturally I thought a Arduino. However I will want to test it in the field remotely over a G4 connection so the setting can be tweaked. The unit would monitor...
As promised, I made a demonstration video, presenting Arduino Uno TWI terminal in live action. Short and to the point:This demo was recorded on Windows 7The app is also available on Linux.It features DS1338 battery-sustained NVRAM I/O.Download https://iobtoolkit.com/download/Sphinx...
Replaced Sub-Bass op-amps with one from the old PCB, still getting the same problemAccording to online, this is possibly due to the third stage circuit being unstable to to a small phase margin, causing sustained oscillationsWill get metrics on accuracy...
I achieved to communicate PICmaster and PC by USB. I had some problems with WIFI sometimes and training was turning off. Now I can use WIFI or USB(default) I'm going to make some corrections and try a long training without cuts :) Also I want this mode...
24th January 2019 - Thursday Story 1 ：Soldier training Signification 2013, I have be chosen to join the soldier training we call it PLKN (Program Latihan Khidmat Negara), It's very hard, suffer, interesting, happiness, full of memories...