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Posts tagged #MonocularDepth

BRIDGE Generates 20M Synthetic Images for Monocular Depth Estimation

BRIDGE Generates 20M Synthetic Images for Monocular Depth Estimation

Researchers released BRIDGE, an RL engine that creates over 20 million synthetic RGB‑depth pairs to boost monocular depth estimation. Code and models are publicly available. getnews.me/bridge-generates-20m-syn... #bridge #monoculardepth

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[Resolume Plugins] DeepDepth – Burn the Stage (FFGL for Mac)
[Resolume Plugins] DeepDepth – Burn the Stage (FFGL for Mac) YouTube video by Norimichi Tomita

youtu.be/PSNTsGj-Ai8
From just a single stage set photo, depth estimation creates a transition with depth — burning away or emerging in flames through projection.
#resolume #resolumearena #resolumeplugins #depthestimation #monoculardepth #filmburn #transition #stageset #projectionmapping #ffgl

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Self‑Supervised Depth Estimation Improves Object Boundary Sharpness

Self‑Supervised Depth Estimation Improves Object Boundary Sharpness

A new self‑supervised monocular depth method models per‑pixel depth as a mixture distribution, improving object‑boundary sharpness by up to 35% on KITTI and VKITTIv2. getnews.me/self-supervised-depth-es... #monoculardepth #selfsupervised

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[Resolume Plugins] DeepDepth – Contour (FFGL for Mac)
[Resolume Plugins] DeepDepth – Contour (FFGL for Mac) YouTube video by Norimichi Tomita

youtu.be/b_k4CsPiBus
Let’s draw contour lines with real-time depth estimation.
#resolume #resolumearena #resolumeplugins #depthestimation #monoculardepth #contour #ffgl

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[Resolume Plugins] DeepDepth – Film Burn Transition (FFGL for Mac)
[Resolume Plugins] DeepDepth – Film Burn Transition (FFGL for Mac) YouTube video by Norimichi Tomita

youtu.be/AmuK51B9zzo
Once a depth map can be captured, the natural next step is to integrate a Film Burn transition with depth.
#resolume #resolumearena #resolumeplugins #depthestimation #monoculardepth #filmburn #transition #ffgl

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[Resolume Plugins] DeepDepth (FFGL for Mac)
[Resolume Plugins] DeepDepth (FFGL for Mac) YouTube video by Norimichi Tomita

youtu.be/2n8yX1uaX3M
A real-time monocular depth estimation plugin. Right now it’s already capturing depth and showing a grayscale map.
Effect? Transition? Still deciding where to take it.
#resolume #resolumearena #resolumeplugins #depthestimation #monoculardepth #ffgl

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Preview
Researchers Supercharge Depth Estimation Models, Achieving 200x Faster Results with New Fix Researchers optimized large diffusion models for monocular depth estimation, fixing a critical flaw to achieve 200x faster performance with state-of-the-art accuracy. Fine-tuning further improved resu...

🔥🚀📊 Researchers Supercharge Depth Estimation Models, Achieving 200x Faster Results with New Fix www.azoai.com/news/2024092... #DepthEstimation #DiffusionModels #AIResearch #MachineLearning #StableDiffusion #MonocularDepth #ComputationalEfficiency #NeuralNetworks #AI @arxiv-stat-ml.bsky.social

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