Creating a Plant Care Computer Vision and LLM Project from Scratch Running Locally with Viam

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In this video 📝 we are going to create a AI project from scratch with Viam. We will combine a bunch of different AI models for computer vision and large language models. The project s a plant care project where we deploy a computer vision model from Roboflow to detect what type of plant. Then we hook the detection up with a tinyLLAMA 1.1B LLM and a speech interface. All of these models will be deployed and run locally on your own computer. You can either run it on your MacBook, windows with wsl or on edge devices like raspberry pi or jetson nano
Code: github.com/niconielsen32/Plan...
👉 Viam app: bit.ly/cpnn-viam-app
👉 Tutorial: bit.ly/cpnn-viam-llm
👉 Viam AI Project Challenge: bit.ly/43cpG1q
👉 Comparing recent smaller Large Language Models (LLMs) locally on an OrangePi 5b: • Comparing recent small...
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📒 Transformer & Segmentation: www.nicos-school.com/p/transf...
📙 YOLOv8 Object Tracking: www.nicos-school.com/p/yolov8...
📘 Research Paper Implementation: www.nicos-school.com/p/resear...
📔 CustomGPT: www.nicos-school.com/p/custom...
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Timestamps:
0:00 Intro
1:26 Viam introduction
3:04 Viam Documentation
5:00 Add a new Machine
6:44 Computer Vision Component
9:44 Connect to Roboflow
12:26 Code Sample for Computer Vision
15:25 Results Computer Vision
17:19 Upload images from App
18:01 Annotate Images
19:28 LLM Component
21:40 Code Sample for LLM
22:41 Results LLM
23:41 Viam Platform Summerize
24:35 Speech Interface Component
26:57 Code Sample Speech Interface
28:00 Results Speech Interface
28:44 Summerize of the Components
29:04 Combining all the Components
32:09 Results Plant Care Project
32:53 Outro
tags:
#viam #computervision #llm #plantcare #project

[@NicolaiAI]

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[@xantergaming3660]

can I deploy a LLM model like ollama mistral on vercel and deploy it on the college website of mine so that everyone can use?

[@bicefalus]

Well explained! Thanks!

[@NicolaiAI]

Thanks! Glad you liked it

[@user-fw1yl8fd3d]

👏👏

[@ArpitSinghGautam777]

My video path dropdown menu is empty. Why is it not showign my webcam. URGENT HELP NEEDED!! Working on windows

[@rabiasenlik6177]

You have published another great video, Nicolai, thank you😊

[@NicolaiAI]

Thanks a lot for the nice words! Really appreciate it

[@greatsarmad5147]

Another great video as always, but i can't find this code anywhere on your git-hub, or website maybe i missed it but can you pls link where you post or save all your amazing scripts? cuz i 'd like to replicate them and copying from video isn't the most comfortable. Cheers!

[@NicolaiAI]

Thanks a ton for watching and the nice comment! I’m just cleaning up the code right now and then the files will be on my GitHub!

[@akashpatel9884]

Please please 🙏 🙏 🙏 create a video on how to do a quantization and then deployment of trained model of YOLO NAS in Jetson Nano. I am unable to setup the dependencies in Jetson nano for YOLO NAS. please provide it or else create a collab notebook for it

[@lyafpv9056]

Hi, do you plan to do a tuto for ROS, Lidar + AOk Lite ?

[@ClintPurser]

Awesome!!

[@NicolaiAI]

Thanks a lot!