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Official code for Accelerating Diffusion Sampling with Optimized Time Steps (CVPR 2024)

A latent text-to-image diffusion model

[CVPR 2024] Exploiting Diffusion Prior for Generalizable Dense Prediction

[CVPR 2024] Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data. Foundation Model for Monocular Depth Estimation

Official repository for CVPR 2021 paper "Differentiable Diffusion for Dense Depth Estimation from Multi-view Images"

[AAAI 2025] DepthFM: Fast Monocular Depth Estimation with Flow Matching

[CVPR 2024 - Oral, Best Paper Award Candidate] Marigold: Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation

This is an official implementation of our CVPR 2023 paper "Revealing the Dark Secrets of Masked Image Modeling" on Depth Estimation.

[ICCV 2023] VPD is a framework that leverages the high-level and low-level knowledge of a pre-trained text-to-image diffusion model to downstream visual perception tasks.

PyTorch Implementation of introducing diffusion approach to 3D depth perception ECCV 2024

[CVPR'2024] Official implementation of the paper "ECoDepth: Effective Conditioning of Diffusion Models for Monocular Depth Estimation"

Code for robust monocular depth estimation described in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, TPAMI 2022"

Diffusion model papers, survey, and taxonomy

[ECCV'24] GeoWizard: Unleashing the Diffusion Priors for 3D Geometry Estimation from a Single Image

Awesome LLMs on Device: A Comprehensive Survey

Visual Navigation in Real-World Indoor Environments Using End-to-End Deep Reinforcement Learning Official Implementation

Learn Unity ML-Agents - Fundamentals of Unity Machine Learning, published by Packt

Easily set Mac Retina display to higher unsupported resolutions

RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation

FlyFish is a data visualization coding platform. We can create a data model quickly in a simple way, and quickly generate a set of data visualization solutions by dragging.

A PyTorch 1.0 Implementation of Unet with EfficientNet as encoder

Dense Prediction Transformers

The image prompt adapter is designed to enable a pretrained text-to-image diffusion model to generate images with image prompt.

Let us control diffusion models!

High-Resolution Image Synthesis with Latent Diffusion Models