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CNC Scotland
Registrace 7. 10. 2011
Building machines to use AI and machine learning. Currently working on a rover to selectively remove weeds in a grass field. Hoping to find ways to use single board computers like the Jetson nano in farming applications
Video
Isoquick insulated slab pre concrete walk round. Diy passive house
zhlédnutí 978Před 2 měsíci
Walk round an isoquick insulated slab before concrete pour. This is for a close to passive house standard house in Scotland.
Jetson nano to Arduino controlling relay board
zhlédnutí 1,7KPřed 4 lety
Neural net activates relay upon sight of computer keyboard. Hoping to switch this neural network out for one that identifies weeds
Rover test in field
zhlédnutí 572Před 5 lety
Testing the rover mechanics in a field. At this point the rover did not have any steering or gps controls. Please see current videos for some information on the control side
Building an AI autonomous crop sprayer; Part 1
zhlédnutí 92Před 5 lety
Metal working welding and lathe
Hand labelling data for image classification mac os
zhlédnutí 107Před 6 lety
Hand labelling data for image classification mac os
Briggs and Stratton v-twin oil filter bypass
zhlédnutí 447Před 6 lety
Briggs and Stratton v-twin oil filter bypass
Deep learning idea for creating datasets
zhlédnutí 78Před 6 lety
Deep learning idea for creating datasets
Tensorflow object detection retraining for broadleaved dock detection
zhlédnutí 879Před 6 lety
Tensorflow object detection retraining for broadleaved dock detection
Laser cutter Backlash Test Y Axis Ball Screws
zhlédnutí 1,4KPřed 12 lety
Laser cutter Backlash Test Y Axis Ball Screws
Stop motion : CNC Routing Aluminium Tooling Plate Using Carbide a Endmill
zhlédnutí 1,4KPřed 12 lety
Stop motion : CNC Routing Aluminium Tooling Plate Using Carbide a Endmill
Panasonic Servo motors running off one axis output from Lightobject DSP
zhlédnutí 648Před 12 lety
Panasonic Servo motors running off one axis output from Lightobject DSP
Time Lapse : Teardown of Diy CNC Laser Cutting Machine
zhlédnutí 1,2KPřed 12 lety
Time Lapse : Teardown of Diy CNC Laser Cutting Machine
Time Lapse : Cottage Roof Demoltion Scotland
zhlédnutí 77Před 12 lety
Time Lapse : Cottage Roof Demoltion Scotland
Time Lapse : Cutting a Thread on Myford ML7-R
zhlédnutí 2,6KPřed 12 lety
Time Lapse : Cutting a Thread on Myford ML7-R
Cybermation Autograph Multicutter 8000 CNC router with Granite Devices Servo drives
zhlédnutí 1,8KPřed 12 lety
Cybermation Autograph Multicutter 8000 CNC router with Granite Devices Servo drives
P r o m o s m 😕
Are you still active on that?
Any news on this? Awrsome project!!
Why would you bypass the oil filter?
@@TheRealMrLaserCutter oh ok I see
Hi I'm working on data sets. Ido you have this finished. I was thinking more of a normal model mapper and model builder. But can see this use case extreme
hi there which camera did u use ? is it raspberry version 1.3 cam ?
Why not use the relays directly from nano
Hamza Shah thanks! I used a relay board to my project and it worked, but I need a faster answer from the switch, that's why I'm using transistors, I need to find the right one! Thanks for your reply
@@hamzashah9543 i wanted to control a electric switch from jetson nano through relay module. Typically i want to switch on off from jetson nano. Since i am new to this space , am not sure how to establish the connection
Amazing!! Could you please share with us the code?
Are you using PyFirmata or standard serial communication between the Nano and the Arduino? Do you mind sharing the code?
I think it was just standard serial. I will upload my python script for the nano side of things once I get a chance to set it up again. Il post it here, github.com/gavztheouch/Jetson-Nano-Crop-Sprayer and notify you when I do so. Are you building a crop sprayer too?
@@TheRealMrLaserCutter Could you please upload the python script for the nano side of things?
How far are you on this currently? A lot of work on that thing. I was looking at UAV sprayers, but since aerial crop spraying is illegal in my country, these rover based sprayers could work.
I will try and post to this forum with updates as well as youtube. thefarmingforum.co.uk/index.php?threads/autonomous-rover-project.249634/page-2 Slowly but we are coming back into autumn/winter here so I might have some time to get back working on the machine. Have you starting working on a similar project? Do you code or build machines?
Hows the automatic sprayer project progressing?
czcams.com/video/j9EDPkt-_H8/video.html Also start to test Tensorflow for weed crop detection. I was test use a heavyer model R-CNN model ”faster_rcnn_resnet50_coco” from model zoo slower But more accurate then ssd models. Also use GPU NVIDIA
How can I communicate with you on this? I am very interested in collaboration. I am an electronics engineer/farmer.
Wow this is such a coincidence! I'm planning to develop a sprayer robot mainly for spraying hedges in the field, but have also considered the use of AI to develop an autonomous sprayer to detect and spray docks. I was thinking of using a rover instead of a drone, but I'm sure many of the same challenges will apply)
bluegtturbo rover is my plan too, wheelchair motors and Motorcross wheels. :)
Exactly my thinking too. I'd use a 32A sabertooth R/C motor controller + Raspberry PI to drive the wheelchair motors. Essentially I'm on the lookout for an old electric wheelchair to use for a chassis, and have the option of both remote control and autonomous control using a webcam and a range of motion sensors and GPS linked to the raspberry pi. The remote control part seems far more straightforward. The AI system to activate the sprayer solenoid could use Google's Tensorflow, but I'd prefer a system that doesn't rely on an internet connection. My approach will be to start off working on individual elements of the overall architecture. For example, first develop an image recognition system to activate the sprayer solenoid, maybe just use that on the back of a tractor initially to test and fine tune it. If and when it works satisfactorily , acquire an electric wheelchair and attach it to that, and develop some level of autonomy.
Tensorflow can be run locally on a laptop or even raspberry pi, future pi's will be better at this though. You can see my project on the fast.ai forum under the deep learning section. It's called grassland spryaer. I was thinking about setting up a group to work on this project.
bluegtturbo I think we all need to try things and see what works, then take the best of everyones experiments and move forward.
I'm with you on that CNC - a collaborative approach will be fun and hopefully more productive. Thank you for clarifying regarding Tensorflow - that is good news!
Endurance have create a new 8.5W+ laser... Infinite power: can engrave on a stainless steel, aluminum, copper, etc. czcams.com/video/hv41RWch1o8/video.html
Are there any good articles or research you like on other people making new tools / programs for helping people trying to label data for ML/NNs?
What is the web site?
was this for sale on ebay?
Time lapse, not stop motion.