Dataset_Synthesizer
Image generator
Generates synthetic images and associated data for training deep learning models
NVIDIA Deep learning Dataset Synthesizer (NDDS)
574 stars
36 watching
127 forks
Language: C++
last commit: over 4 years ago
Linked from 1 awesome list
computer-visiondeep-learningdomain-randomizationobject-detectionpose-estimationsynthetic-dataset-generation
Related projects:
Repository | Description | Stars |
---|---|---|
| A Python library for generating synthetic 3D datasets using Blender with custom features for rich per-pixel information and multiview rendering. | 64 |
| Generates synthetic datasets for training and validation in computer vision | 928 |
| Reimplements a deep learning model to harmonize images from different illumination conditions | 150 |
| Scripts to generate datasets for an image generation task using Generative Adversarial Networks and deep learning techniques | 37 |
| Generates synthetic digital images of visual textures based on mathematical models | 34 |
| An implementation of the DeepDream algorithm in PyTorch to generate visually striking images from input images. | 102 |
| This implementation provides tools for generating synthetic biological images using Generative Adversarial Networks (GANs) | 95 |
| An approach to mitigating catastrophic forgetting in federated class incremental learning for vision tasks using a generative model and data-free methods | 15 |
| This project provides tools and models to generate realistic data for camera systems with defocus blur, aiming to improve image deblurring techniques. | 49 |
| A tool to create custom DeepDream models by training and visualizing images with pre-trained neural networks | 64 |
| Generates synthetic images from text descriptions using a Generative Adversarial Network (GAN) | 912 |
| Estimates object poses and positions in 3D space from RGB images | 1,031 |
| An algorithm combining Markov Random Fields and Convolutional Neural Networks for generating synthetic images based on input content and style. | 865 |
| Generates polyphonic music sequences using deep learning models and adversarial training | 28 |
| An open-source software project for generating images using deep learning models. | 592 |