Learn how to combine a deep learning model for... pose estimation to perform a 3D reconstruction using two cameras 📸show more

hi all, excited to join! i'm building an expressive... mini "shoggoth" robot which will eventually be hooked up to gpt4o realtime voice. i'm currently working on the low-level policies, which are trained in a mujoco simulation with RL. to delay working on raw-pixels for now, i trained a pose-estimation model using deeplabcut and triangulate the position in 3d space using the stereo cameras. eventually, i'll use gpt4o's tool calling capabilities to activate several of these policies (closed and open loop) based on the dialog flow! captions: manual actuation of the tentacle / 3d pose estimation / target designshow more

How can we use test-time compute for spatial understanding?... 🤔 In InterPose, we propose to repeatedly sample generative video models to help two-view pose estimation and reconstruction, by leveraging the video models' keyframe interpolation abilities. A 🧵... (1/8)show more

I've started reading Dungeon Meshi and also been doing... a lot of 2D/3D mixed stuff in Blender recently, so of course I had to combine the two. Had a lot of fun learning how to combine vertex painting with pixel textures for this one. #dungeonmeshi #pixelart #Blender3dshow more

Monocular pose estimation has gotten really good Grab any... 2D video and transfer the performance to a 3D charactershow more

Try new poses and angles! 3D drawing figures are... ideal for when you have a pose in mind but can't find that perfect reference image. Learn how to apply poses and other fun additions like BVH files to your 3D model in this tutorial: #clipstudioshow more

ViTPose -- best open-source pose estimation model just landed... to Hugging Face transformers 🕺🏻💃🏻 See how to use on the next one ⤵️show more

Discover the right 3D Geometric Foundation Model for your... task—whether it’s stereo matching, multi-view depth estimation, video depth, pose estimation, semantic understanding, or novel view synthesis. Explore more insights in our #E3DBench #FoundationModel #3D #GaussianSplatting. Project Webpage:show more

Created a quick VFX to make Wimbledon more green🌱... Using Camera Pose Estimation, body & ball segmentation to incorporate the grass simulation 🙂show more

I always thought camera pose estimation is necessary for... 3D reconstruction, until Zequn and Stephen proved me wrong! Introducing PreF3R, purely feed-forward 3D Gaussian Splatting without any intermediate pose estimation and COLMAP initialization. Video in, 3D Gaussians and novel view rendering out. Key technique: spatial memory network from Spann3R and Gaussian head supervised by pointmap loss plus photometric loss. See more at:show more

random model find; might be the best 3D multi-person... pose estimation I have ever seen; it's Apache-2.0 Multi-HMR: Regressing Whole-Body Human Meshes for Multiple Persons in a Single Shot; ECCV2024show more

Ever had a perfect image in mind that a... text-to-image model just couldn't capture? Our new reinforcement learning agent, PASTA, turns image generation into a collaborative conversation, learning your style to bring your vision to life. Learn how it works:show more

Create a 3D model from a single image, set... of images or a text prompt in < 1 minute 😮‍💨 This new AI paper called CAT3D shows us that it’ll keep getting easier to produce 3D models from 2D images — whether it’s a sparser real world 3D scan (a few photos instead of hundreds) or your favorite 2D image generator like Midjourney (just an image). How does this magic work? “This architecture is similar to video diffusion models, but with camera pose embeddings for each image instead of time embeddings. The generated views are passed into a robust 3D reconstruction pipeline to create the 3D representation (Zip-NeRF or 3DGS)”show more

🌿 Introducing pesto~ for Max/MSP! A standalone wrapper for... real-time neural pitch estimation powered by Sony CSL's PESTO deep learning model. Get robust, timbre-agnostic, low-latency (&lt;5ms) pitch tracking with confidence &amp; amplitude outputs in your Max patches.show more

Recently, I've been working a lot on Gaussian Splatting.... I built a repo for camera pose estimation using Rerun, Gradio, and prefix.dev that merges GLOMAP with hloc! 🧵More info belowshow more

pretty confident in the model being done now, all... thats left is rigging! learning how to set up a proper foot roll for this modelshow more

Tips &amp; Teach How To Pose 😍📸

Detect worker falls in real time with Ultralytics YOLO26!... 📦 Combine object detection and pose estimation to identify when a person carrying luggage boxes falls, helping logistics teams improve warehouse safety and respond faster to incidents. Get started ➡️ #Ultralytics #YOLO26 #AI #Logistics #WorkplaceSafetyshow more

A lot of people mistake the frog pose to... dog pose Watch and learnshow more

📢We introduce “RefFusion”, a novel inpainting method for scenes... reconstructed using 3D Gaussian Splatting. 🔗 TLDR: we personalize an image diffusion model to a given reference image and distill its knowledge to 3D through score distillation sampling.show more