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🎛 Data Synthetic
A procedural Blender pipeline for photorealistic training image generation
NVIDIA Deep learning Dataset Synthesizer (NDDS)
Perception toolkit for sim2real training and validation in Unity
Synthetic data for computer vision. An open source toolkit using Blender and Python.
This repository is demonstrating how Blender can be leveraged to create synthetic machine learning training data for computer vision tasks.
A framework for synthetic test data generation for computer vision with the Unreal Engine.
Python scripts for generating synthetic stereo depth data using the UnrealCV library.
UnrealCV: Connecting Computer Vision to Unreal Engine
Upgraded version of UnrealROX, as plugin
Use Unity to generate synthetic images for deep learning image segmentation in PyTorch and fastai
Unity's privacy-preserving human-centric synthetic data generator
Unreal Engine plugin for easy creation of synthetic image datasets
Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
Open-source simulator for autonomous driving research.
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
画像データ拡張ライブラリAlbumentationsのJupyter上での実行例。
Meta-Sim2: Unsupervised Learning of Scene Structure for Synthetic Data Generation (ECCV 2020)
Computer vision utils for Blender (generate instance annoatation, depth and 6D pose by one line code)
BlAInder range scanner is a Blender add-on to simulate Lidar and Sonar measurements. The result can be saved as annotated 2D image or 3D point cloud.
Python Blender script to generate random scene, depth map and corresponding Stereo images for machine learning.
Easy NeRF synthetic dataset creation within Blender
Blender rendering codes for doc3D-dataset (Paper: https://www3.cs.stonybrook.edu/~cvl/projects/dewarpnet/storage/paper.pdf)
Synthesized hand pose images generated by Blender
This code generates image datasets with annotations and labels for training your neural network by one click.
Scripts for data generation using Blender and 3D datasets like Matterport3D.
A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning
A python toolkit to create photorealistic image datasets for machine learning with Blender.
Aubo i5 Dual Arm Collaborative Robot - RealSense D435 - 3D Object Pose Estimation - ROS
Creation of Synthetic Data using Blender, for training A.I. models.