Ztarbug · @ztarbug
15 followers · 43 posts · Server mastodon.social
Touraine Tech · @tourainetech
37 followers · 94 posts · Server piaille.fr
RT @EleaPetton
J-3 avant @tourainetech !
Conférence durant laquelle j'aurai la chance de donner un talk sur l'Edge AI - Allez viens on embarque notre #IA 🚀 !
Le but ? Déployer le modèle de détection d'objets #yolov7 sur Raspberry Pi4 !
Alors on embarque ?
Matts_Bytes · @Matts_Bytes
39 followers · 232 posts · Server fosstodon.orgHello #fosstodon,
In case you missed it, here's my post on how my team taught an #autonomous electric go-kart to recognize traffic cones. We used #machinelearning with the #YOLOv7 framework and about 11,000 labeled training images:
https://matthew.krupczak.org/2022/12/13/coneslayer-a-neural-network/
#PyTorch #Python #ML #computervision #racing #ev
#fosstodon #autonomous #machinelearning #yolov7 #pytorch #python #ml #computervision #racing #ev
Matts_Bytes · @Matts_Bytes
39 followers · 232 posts · Server fosstodon.orgFull write-up here:
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RT @Matts_Bytes
Check out my latest article: Coneslayer - A lightweight neural network for detection of traffic cones https://www.linkedin.com/pulse/coneslayer-lightweight-neural-network-detection-traffic-krupczak via @LinkedIn
#machinelearning #AI #yolov7 #autonomousdriving #robotics #computervision
https://twitter.com/Matts_Bytes/status/1600916931858468864
#machinelearning #ai #yolov7 #autonomousdriving #robotics #computervision
Matts_Bytes · @Matts_Bytes
38 followers · 204 posts · Server fosstodon.org
Matts_Bytes · @Matts_Bytes
38 followers · 191 posts · Server fosstodon.orgCheck out my latest article: Coneslayer - A lightweight neural network for detection of traffic cones https://www.linkedin.com/pulse/coneslayer-lightweight-neural-network-detection-traffic-krupczak via @LinkedIn
#machinelearning #AI #yolov7 #autonomousdriving #robotics #computervision
#machinelearning #ai #yolov7 #autonomousdriving #robotics #computervision
Matts_Bytes · @Matts_Bytes
38 followers · 191 posts · Server fosstodon.org
Hello #Fosstodon,
I've just released "coneslayer" on behalf of the Kennesaw State University's Electric Vehicle Team. It is a lightweight neural network for detecting traffic cones based on a state of the art framework called #yolov7. It's designed to run live on edge devices at a framerate of at least 30fps.
Matts_Bytes · @Matts_Bytes
38 followers · 191 posts · Server fosstodon.org
Joys of working with an object detection model
I'm %62 sure that's a traffic cone 😂
#ml #yolov7 #ObjectDetection #machinelearning
Matts_Bytes · @Matts_Bytes
35 followers · 143 posts · Server fosstodon.org
Matts_Bytes · @Matts_Bytes
36 followers · 143 posts · Server fosstodon.org
Fixed, after training on this and 629 other hand-labeled images 😵💫:
Still have some false positives in other settings. I will add more negative training images to the training set
#machinelearning #yolov7 #ml #ai
Matts_Bytes · @Matts_Bytes
32 followers · 89 posts · Server fosstodon.org
Happy Monday everyone. #AI isn't ready to take your job quite yet! 😂
#ai #ml #yolov7 #machinelearning
Matts_Bytes · @Matts_Bytes
23 followers · 29 posts · Server fosstodon.org
Them: #machinelearning will make humans redundant
My ML model, trained on 12,000 images:
#machinelearning #robotics #edge #yolov7
