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Trying out realtime video-to-depth on an iPhone 15 using Depth Anything V2.

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Tim Field

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21,835 просмотров • 2 лет назад •via X (Twitter)

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improving my 3D hand tracking template by adding depth-anything-v2 using mediapipe for X/Y movement and depth-anything for Z movement here i'm controlling a threejs scene in realtime with input from a single webcam

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Depth anything v2 vs. Ultralytics YOLO26 depth | Speed comparison 🚀 For this demo, I compared yolo26m-depth with depth-anything-v2-small on an NVIDIA RTX 3050 using the same input settings. Even though I used the medium YOLO26 model, it delivered nearly 2× the throughput: 22 FPS vs. 11 FPS. #Vehicles #MachineLearning #Research

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A new stable motion transfer workflow for Seedance 2.0! We built a video-to-depth-video + skeleton-binding Skill based on "Depth-Anything-V2" for motion transfer. Tell your agent to help me create a Skill that converts a normal video into a depth video with skeleton binding. Motion transfer can be achieved with only the following prompt + content description:
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in case you forgot: depth of field works in realtime on the web #threejs
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🤯 Depth videos perfectly solve false flags on reference videos — and can perfectly recreate both martial arts and dance! Turned a Guan Dao martial arts clip into a Depth motion reference, swapped the fighter for a market auntie, and moved the scene to a T-junction inside a local market 🤣 🌟 Workflow: 1. Pick a reference clip under 15 seconds 2. Convert it to Depth with Depth Anything V2 3. Generate a new character + scene 4. Feed everything into Seedance with the prompt below 🌟 Depth video conversion: You can build a local Depth converter with Codex — prompt in the comments. This goes way beyond trending dances. Martial arts, polearms, and other complex movements can all be transferred cleanly with Depth! Workflow + Prompt below 👇
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🤯 Depth videos perfectly solve false flags on reference videos — and can perfectly recreate both martial arts and dance! Turned a Guan Dao martial arts clip into a Depth motion reference, swapped the fighter for a market auntie, and moved the scene to a T-junction inside a local market 🤣 🌟 Workflow: 1. Pick a reference clip under 15 seconds 2. Convert it to Depth with Depth Anything V2 3. Generate a new character + scene 4. Feed everything into Seedance with the prompt below 🌟 Depth video conversion: You can build a local Depth converter with Codex — prompt in the comments. This goes way beyond trending dances. Martial arts, polearms, and other complex movements can all be transferred cleanly with Depth! Workflow + Prompt below 👇

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VFX using iPhone LiDAR. The great thing about DoF particles is that they easily add a sense of depth to the effects.

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Marigold V2 is out! (to appear at SIGGRAPH Asia 2026) If you missed V1: Marigold post-trains an image generator into a depth estimator on one GPU -- the accessible research game. V2 upgrades to a diffusion transformer: produces very sharp edges, and is quite versatile!

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Wasn't easy to make him focus on work. Since this is audio-to-video, he would start dancing to the music like he's the star of an iPhone ad. Had to use "human motion transfer". Anything else like "depth transfer", "canny transfer", my man would jump right into the dance routine
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Wasn't easy to make him focus on work. Since this is audio-to-video, he would start dancing to the music like he's the star of an iPhone ad. Had to use "human motion transfer". Anything else like "depth transfer", "canny transfer", my man would jump right into the dance routine

cocktail peanut

17,196 просмотров • 9 месяцев назад

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Doesn't look like the super low-res depth maps from the iPhone Pro's LiDAR sensor would be too useful as supervision (or sanity check) for recent monocular depth estimators.

Chris Offner

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Bruce Lee vs Chuck Norris, restaged with Mozart and Bach. The new Video Depth Anything model in FilmSpark.ai turns any video into a depth map you can use as a motion reference with Seedance 2.0. Live now in the Video Edit UI.

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