Loading video...

Video Failed to Load

There was a problem loading this video. This could be due to a temporary network issue or the video might be unavailable.

I am really impressed by how easy Spectacular AI makes visual-inertial odometry with an OAK camera. Just "pip install spectacularAI" and run a Python script. Running VIO/SLAM used to be much harder in my opinion.

Yu Xiang

6,174 subscribers

70,481 views • 5 months ago •via X (Twitter)

Anya Rossi• Live Now

Private livecam show

0 Comments

No comments available

Comments from the original post will appear here

Related Videos

Easiest way to calibrate a camera on Linux. No ROS, no Docker, no CMake. Just FFmpeg and Spectacular AI command line tool installable via Python pip: sudo apt install ffmpeg pip install spectacularAI[full] sai-cli calibrate your-data.mkv

Easiest way to calibrate a camera on Linux. No ROS, no Docker, no CMake. Just FFmpeg and Spectacular AI command line tool installable via Python pip: sudo apt install ffmpeg pip install spectacularAI[full] sai-cli calibrate your-data.mkv

Otto Seiskari

92,415 views • 1 year ago

Built an open-source Jupyter Notebook that brings the power of OpenAI's code interpreter into your local Python development environment. Watch how easy it is to use Thread to edit code I wrote, chat with my notebook, or generate charts just using prompts. We built Thread using Next.js, Chakra and Project Jupyter and you can install it by running: pip install thread-dev

Built an open-source Jupyter Notebook that brings the power of OpenAI's code interpreter into your local Python development environment. Watch how easy it is to use Thread to edit code I wrote, chat with my notebook, or generate charts just using prompts. We built Thread using Next.js, Chakra and Project Jupyter and you can install it by running: pip install thread-dev

Ali Shobeiri

112,638 views • 2 years ago

lite visual inertial odometry for edge devices... getting there!

lite visual inertial odometry for edge devices... getting there!

ud

15,193 views • 3 months ago

I'm shocked by how easy it is to run PydanticAI with a model running logically. Here we have: ollama running llama3.2 locally, being used by Pydantic AI extracting structured data from an input.

I'm shocked by how easy it is to run PydanticAI with a model running logically. Here we have: ollama running llama3.2 locally, being used by Pydantic AI extracting structured data from an input.

Samuel Colvin

18,084 views • 1 year ago

Open Interpreter's new release looks great for locally running LLMs The tool lets LLMs run code (Python, Javascript, Shell, and more) locally. You can chat with Open Interpreter through a ChatGPT-like interface in your terminal by running $ interpreter after installing. Just do `pip install open-interpreter` and then just run `- interpreter --local` sets up fast, local LLMs. Congrats killian 👏

Open Interpreter's new release looks great for locally running LLMs The tool lets LLMs run code (Python, Javascript, Shell, and more) locally. You can chat with Open Interpreter through a ChatGPT-like interface in your terminal by running $ interpreter after installing. Just do `pip install open-interpreter` and then just run `- interpreter --local` sets up fast, local LLMs. Congrats killian 👏

Rohan Paul

153,351 views • 2 years ago

You should really stop using Zapier, Make or n8n Generating a Python script and running it is much faster (and cheaper) using: - o3-mini / Claude / Gemini to create the script - Python Code Runner (free Chrome extension) to run it And it only takes a few minutes. Link below

You should really stop using Zapier, Make or n8n Generating a Python script and running it is much faster (and cheaper) using: - o3-mini / Claude / Gemini to create the script - Python Code Runner (free Chrome extension) to run it And it only takes a few minutes. Link below

Paul Couvert

166,508 views • 1 year ago

📽️ I just used AI to make a video explaining generative AI. What is it? How will it be used? AI script written by OpenAI Person in video generated by Synthesia 🎥 Background b-roll created by pictory Combined everything with Final Cut Pro Took a few minutes total!

📽️ I just used AI to make a video explaining generative AI. What is it? How will it be used? AI script written by OpenAI Person in video generated by Synthesia 🎥 Background b-roll created by pictory Combined everything with Final Cut Pro Took a few minutes total!

Matt Schlicht

1,136,943 views • 3 years ago

I am very impressed with Hunyuan3D-2GP image to 3d model! Gave it the sneaker test and I used the lowest settings possible,will have to start experimenting to see how much I can push my GPU but even this is a really great base.

I am very impressed with Hunyuan3D-2GP image to 3d model! Gave it the sneaker test and I used the lowest settings possible,will have to start experimenting to see how much I can push my GPU but even this is a really great base.

DreamStarter

36,655 views • 1 year ago

Really impressed with the new video feature in NotebookLM. I asked for a history of Disneyland. It kicked off a deep search, pulled 58 sources, used them to write a script, and generated a 5 minute video with a mix of real and AI visuals. How it works + a clip 👇

Really impressed with the new video feature in NotebookLM. I asked for a history of Disneyland. It kicked off a deep search, pulled 58 sources, used them to write a script, and generated a 5 minute video with a mix of real and AI visuals. How it works + a clip 👇

Justine Moore

59,729 views • 3 months ago

First demo of our new aerial Visual-Inertial Positioning System (VIO+VPS): 40m positioning accuracy (CEP) in a 50 kilometer flight using a camera, consumer-grade IMU and a barometer! No GPS

First demo of our new aerial Visual-Inertial Positioning System (VIO+VPS): 40m positioning accuracy (CEP) in a 50 kilometer flight using a camera, consumer-grade IMU and a barometer! No GPS

Otto Seiskari

101,520 views • 1 year ago

Introducing ClawApp! 🦞 The first open-source desktop app that makes @OpenClaw easy to install, run, and manage. No scripts. No fragile setup. Just local agents, up and running in minutes. Download it now at

Introducing ClawApp! 🦞 The first open-source desktop app that makes @OpenClaw easy to install, run, and manage. No scripts. No fragile setup. Just local agents, up and running in minutes. Download it now at

Sahara AI 🔆

22,549 views • 4 months ago

Want to run Claude Code in yolo mode but don't want it to potentially cripple your system? Easy 🔥 Install Docker to run it in a sandbox w/ this script: curl -sSL | bash Script below:

Want to run Claude Code in yolo mode but don't want it to potentially cripple your system? Easy 🔥 Install Docker to run it in a sandbox w/ this script: curl -sSL | bash Script below:

Ian Nuttall

47,948 views • 1 year ago

Snake Game working at first try with Qwen 2.5 Coder 32B! Prompt: "Write me a python program for snake game" Copy, paste, pip install pygame, run, it worked!

Snake Game working at first try with Qwen 2.5 Coder 32B! Prompt: "Write me a python program for snake game" Copy, paste, pip install pygame, run, it worked!

Ivan Fioravanti ᯅ

25,853 views • 1 year ago

Can an inexpensive, off-the-shelf IMU be the only sensor to estimate the full state (position, velocity, orientation) of a quadrotor flying through a track at high speed and even be on-pair with vision-based localization? The answer is yes, within certain limitations! In this #RAL2023 paper, we propose a learning-based odometry algorithm that couples a model-based filter driven by the inertial measurements with a learning-based module with access to the control commands. Our system outperforms by a large margin the state-of-the-art visual-inertial odometry (#VIO) algorithms and the state-of-the-art learned-inertial odometry algorithm, #TLIO, for the task of drone racing. Additionally, we show that our system is as accurate as a VIO algorithm that uses a camera to localize to a known map of the racing track. The main limitation of our approach is that it cannot generalize to trajectories that have not been seen at training time. However, in drone racing competitions, the track is known beforehand. Human pilots spend hours or even days of practice on the race track before the competition. Similarly, our system can be trained with the data collected during practice time and deployed during the competition. Future work will investigate how to generalize to trajectories not seen at training time. The code is released! Paper: Video: Code: Kudos to Giovanni Cioffi Leonard Bauersfeld Elia Kaufmann European Research Council (ERC) University of Zurich UZH Science UZH Space Hub NCCR Robotics Aerial Core #RAL2023 #IROS2023 #SLAM

Can an inexpensive, off-the-shelf IMU be the only sensor to estimate the full state (position, velocity, orientation) of a quadrotor flying through a track at high speed and even be on-pair with vision-based localization? The answer is yes, within certain limitations! In this #RAL2023 paper, we propose a learning-based odometry algorithm that couples a model-based filter driven by the inertial measurements with a learning-based module with access to the control commands. Our system outperforms by a large margin the state-of-the-art visual-inertial odometry (#VIO) algorithms and the state-of-the-art learned-inertial odometry algorithm, #TLIO, for the task of drone racing. Additionally, we show that our system is as accurate as a VIO algorithm that uses a camera to localize to a known map of the racing track. The main limitation of our approach is that it cannot generalize to trajectories that have not been seen at training time. However, in drone racing competitions, the track is known beforehand. Human pilots spend hours or even days of practice on the race track before the competition. Similarly, our system can be trained with the data collected during practice time and deployed during the competition. Future work will investigate how to generalize to trajectories not seen at training time. The code is released! Paper: Video: Code: Kudos to Giovanni Cioffi Leonard Bauersfeld Elia Kaufmann European Research Council (ERC) University of Zurich UZH Science UZH Space Hub NCCR Robotics Aerial Core #RAL2023 #IROS2023 #SLAM

Davide Scaramuzza

37,049 views • 2 years ago

I am an American citizen, proud to be an American citizen, who loves my country, and loves India so much. But this is so true, and accurate. India is running. Yes, India is running high. Just a brilliant analysis Palki Sharma

I am an American citizen, proud to be an American citizen, who loves my country, and loves India so much. But this is so true, and accurate. India is running. Yes, India is running high. Just a brilliant analysis Palki Sharma

Renee Lynn

567,191 views • 8 months ago

As time goes on, I find it harder and harder to suppress the pain I feel when I think of how much better things used to be.

As time goes on, I find it harder and harder to suppress the pain I feel when I think of how much better things used to be.

Vinnie Sullivan

3,729,498 views • 6 months ago

I made this in SwiftUI with Cursor and Xcode So Claude AI is actually great at iOS development. Prompt in Cursor and preview/build in Xcode. SwiftUI makes it incredibly easy to apply custom styling and animations on top of it. If you're starting out, it's really fun. There is no library to install, no server to run. Apple provides everything.

I made this in SwiftUI with Cursor and Xcode So Claude AI is actually great at iOS development. Prompt in Cursor and preview/build in Xcode. SwiftUI makes it incredibly easy to apply custom styling and animations on top of it. If you're starting out, it's really fun. There is no library to install, no server to run. Apple provides everything.

Meng To

221,408 views • 1 year ago

Ollama Native Tool Calling: Integrate AI with ANY Python Function in 7 mins! 📚 Hands-on Tutorial ⚡ How to Install? 🛠️ How to Create Custom Tools? 🔌 How to Integrate in App? ⚡ How to Implement Async? 🔧 How to Use Existing Python Functions? ollama AI at Meta Meta

Ollama Native Tool Calling: Integrate AI with ANY Python Function in 7 mins! 📚 Hands-on Tutorial ⚡ How to Install? 🛠️ How to Create Custom Tools? 🔌 How to Integrate in App? ⚡ How to Implement Async? 🔧 How to Use Existing Python Functions? ollama AI at Meta Meta

Mervin Praison

16,295 views • 1 year ago

Python script for automatic decompilation and analysis of binary files with ChatGPT and Ghidra is out now ! (IDA & Binja support soon) Find it: or simply run: pip download Sekiryu Demo =>

Python script for automatic decompilation and analysis of binary files with ChatGPT and Ghidra is out now ! (IDA & Binja support soon) Find it: or simply run: pip download Sekiryu Demo =>

2OURC3

90,128 views • 3 years ago

MrBeast reveals how he lost 50 lbs "I'm very heavily influenced by the people around me. If I spend too much time with you I'll start speaking, acting, and thinking like you. So, I just put a lot of jacked people around me" "My old friend group just ordered pizza all the time, and it just makes accomplishing my goals so much harder. I'm so all in on business, I don't think about this kind of stuff, so I need an environment that just makes being jacked very natural" "Weightlifting is pretty easy, but it's the food that you have to be consistent on for a very long period if you want to achieve results. I just surround myself with other people trying to accomplish the same thing just like anything in life"

MrBeast reveals how he lost 50 lbs "I'm very heavily influenced by the people around me. If I spend too much time with you I'll start speaking, acting, and thinking like you. So, I just put a lot of jacked people around me" "My old friend group just ordered pizza all the time, and it just makes accomplishing my goals so much harder. I'm so all in on business, I don't think about this kind of stuff, so I need an environment that just makes being jacked very natural" "Weightlifting is pretty easy, but it's the food that you have to be consistent on for a very long period if you want to achieve results. I just surround myself with other people trying to accomplish the same thing just like anything in life"

dank

552,455 views • 1 month ago