Top 15 depth Open-Source Projects

• DECA

  5 2,002 0.0 Python

  DECA: Detailed Expression Capture and Animation (SIGGRAPH 2021)

Project mention: Looking for a NLP expert to help me in a project about body movements and facial expressions. | /r/MLQuestions | 2023-04-27

[2] https://github.com/yfeng95/DECA

• Flutter-Neumorphic

  2 1,920 0.0 Dart

  A complete, ready to use, Neumorphic ui kit for Flutter, 🕶️ dark mode compatible

  

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• simplerecon

  4 1,201 3.3 Python

  [ECCV 2022] SimpleRecon: 3D Reconstruction Without 3D Convolutions

  

• CVPR2022-DaGAN

  5 928 5.8 Python

  Official code for CVPR2022 paper: Depth-Aware Generative Adversarial Network for Talking Head Video Generation

Project mention: DaGAN++: Depth-Aware Generative Adversarial Network for Talking Head Video Generation | /r/BotNewsPreprints | 2023-05-11

Predominant techniques on talking head generation largely depend on 2D information, including facial appearances and motions from input face images. Nevertheless, dense 3D facial geometry, such as pixel-wise depth, plays a critical role in constructing accurate 3D facial structures and suppressing complex background noises for generation. However, dense 3D annotations for facial videos is prohibitively costly to obtain. In this work, firstly, we present a novel self-supervised method for learning dense 3D facial geometry (ie, depth) from face videos, without requiring camera parameters and 3D geometry annotations in training. We further propose a strategy to learn pixel-level uncertainties to perceive more reliable rigid-motion pixels for geometry learning. Secondly, we design an effective geometry-guided facial keypoint estimation module, providing accurate keypoints for generating motion fields. Lastly, we develop a 3D-aware cross-modal (ie, appearance and depth) attention mechanism, which can be applied to each generation layer, to capture facial geometries in a coarse-to-fine manner. Extensive experiments are conducted on three challenging benchmarks (ie, VoxCeleb1, VoxCeleb2, and HDTF). The results demonstrate that our proposed framework can generate highly realistic-looking reenacted talking videos, with new state-of-the-art performances established on these benchmarks. The codes and trained models are publicly available on the GitHub project page at https://github.com/harlanhong/CVPR2022-DaGAN

• unimatch

  1 882 3.5 Python

  [TPAMI'23] Unifying Flow, Stereo and Depth Estimation

  

• Monocular-Depth-Estimation-Toolbox

  1 847 10.0 Python

  Monocular Depth Estimation Toolbox based on MMSegmentation.

• mosdepth

  3 652 5.2 Nim

  fast BAM/CRAM depth calculation for WGS, exome, or targeted sequencing

Project mention: Calculating Average Coverage or Read Depth for a Sequence (WES) | /r/bioinformatics | 2023-06-24

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• bpycv

  3 452 4.6 Python

  Computer vision utils for Blender (generate instance annoatation, depth and 6D pose by one line code)

Project mention: Bpycv: Computer Vision and Deep Learning Utils for Blender | news.ycombinator.com | 2023-09-03

• unsupervised-depth-completion-visual-inertial-odometry

  2 182 5.0 Python

  Tensorflow and PyTorch implementation of Unsupervised Depth Completion from Visual Inertial Odometry (in RA-L January 2020 & ICRA 2020)

• Three-Filters-to-Normal

  1 95 1.8 C++

  Three-Filters-to-Normal: An Accurate and Ultrafast Surface Normal Estimator (RAL+ICRA'21)

• DepthViewer

  3 55 8.7 C#

  Unity program that creates 3D scenes for VR using MiDaS model

• depth2video

  3 45 1.5 Jupyter Notebook

  stable diffusion V2 depth2video - animation - coherence

• learning-topology-synthetic-data

  5 37 4.3 Python

  Tensorflow implementation of Learning Topology from Synthetic Data for Unsupervised Depth Completion (RAL 2021 & ICRA 2021)

• WebAR.rocks.faceDepth

  2 34 3.5 JavaScript

  Insert your face, detected in your camera feed, in a web 3D scene in real-time.

  

• Face-Depth-Network

  1 20 10.0 Jupyter Notebook

  The component of DaGAN (CVPR 2022)

• SaaSHub

  www.saashub.com sponsored

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

depth related posts

• Calculating Average Coverage or Read Depth for a Sequence (WES)
  1 project | /r/bioinformatics | 24 Jun 2023
• DaGAN++: Depth-Aware Generative Adversarial Network for Talking Head Video Generation
  1 project | /r/BotNewsPreprints | 11 May 2023
• Looking for a NLP expert to help me in a project about body movements and facial expressions.
  3 projects | /r/MLQuestions | 27 Apr 2023
• Your real face is extracted from your camera video stream, extruded to make it 3D, and inserted in an animated ReadyPlayerMe avatar - source code provided in comments
  1 project | /r/threejs | 11 Apr 2023
• Why is bedtools genomecov giving me a blank output file?
  1 project | /r/bioinformatics | 7 Apr 2023
• Using AI to infer depth information from images in Godot 4 .NET 6 using the MiDaS monocular depth model
  2 projects | /r/godot | 1 Dec 2022
• Animating generated face test
  2 projects | /r/StableDiffusion | 11 Nov 2022
• A note from our sponsor - InfluxDB
  www.influxdata.com | 19 Apr 2024

  Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →

Index

Sponsored

SaaSHub - Software Alternatives and Reviews

SaaSHub helps you find the best software and product alternatives

www.saashub.com