Depth Estimation on Single Camera with new Depth Anything State-of-the-art Model

You will also get access to all the technical courses inside the program, also the ones I plan to make in the future! Check out the technical courses below 👇
___________________________________________________________

In this video 📝 we are going to take a look at the new state-of-the-art depth anything model on monocular images. We are going to go over the benchmarks, GitHub repository and I'll also show you how to set it up and run it in your own custom python scripts and environments.

If you enjoyed this video, be sure to press the 👍 button so that I know what content you guys like to see.

___________________________________________________________

___________________________________________________________

___________________________________________________________

📞 Connect with Me:

___________________________________________________________

___________________________________________________________

📷 My camera calibration software, CharuCo Boards, and Checker boards

___________________________________________________________

Timestamps:
0:00 Intro
0:36 Project Page
3:01 Github
4:32 Code Walkthrough
10:24 Results on video
10:48 Results on webcam
13:45 Outro

Tags:
#Depthmap #DepthEstimation #DepthAnything #Zero-Shot

[NicolaiAI]

Join My AI Career Program
Enroll in My School and Technical Courses

[Rahi]

Hey there! Thanks for introducing me to the Marigold model. After testing it, I found it wasn't ideal for real-time applications, and even Midas fell short for my thesis project. Luckily, your videos led me to the perfect solution - "Depth Anything". I'm excited to fine-tune it for my project. Your content has been a huge inspiration for my work in Computer Vision. Keep up the great work! 👏👁‍🗨

[a.........._...__..._.....__]

Everything im learning about my current project keeps bringing me to your videos. Thanks for posting these indepth videos. Has helped a lot during my learning process.

[Mesenqe]

Thank you. Did you also check the recently released similar work "Depth Pro"?

[rajmehta]

How can I get depth information from heat map created so that I know if particular object is how much far or near relative to camera ?

[teetanrobotics]

One of the best channels for ai, computer visiion and deep learning

[lraw]

I am new to this. How can I install requirements file?

[satvik]

how to find distance of objects using object detection with this model? is that possible?

[RasitEvduzen]

How can we get scaler distance value for specific object from depth video if it's possible?

[ShadowDC]

nice video, question, how do I got metric values for pixel from these models?

[unveil]

Awesome! How can i get the cuda memory address before to go the cpu? Is a waste of process to the image processing in cpu. Anyway awesome video!!

[eugenegamez]

So, let's say I have a single normal camera and I take a photo of a certain object. Is it possible to get real-world coordinates of that object from the photo using this model?

[vipulpardeshi]

Hey i just wanna know what will be this models performance on Embedded Devices like Jetson or Raspberry Pi

[尚凡兴]

Excuse me, streamer. I'd like to ask how I can convert the output of the Depth Anything model into an actual depth map to obtain the real-world 3D coordinates of a specific pixel in the image. This is crucial for determining whether the model can be applied in real-world engineering projects.

[aleven]

is there anyway you can create a code where you can import a video and export it out as a depth map, please let me know 🙏

[Chalce-dony]

I have setup both midas and Depth-Anything with your instructions and i am using it to do inference on rtsp stream. But the Depth-Anything model is being much slower than Midas model in my setup. What could be the reason of this?

[ahmedgaber]

thank you sir for amazing video, so can we use this to identify spoofing, if yes how can dedicated value to assume this is spoofing

[Nourhan-jwiv]

can we print out the depth map as we did in the MiDaS model ?

[entrepreneerit]

Can these be converted to actual distances or do we need to use the metric depth model for that?

[abdullahal]

any idea how i can use/implement this algorithm for certain case for my banchelor thesis ?