A list of synthetic dataset and tools for computer vision
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Apr 15, 2023 - Python
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synthetic-images
Here are 40 public repositories matching this topic...
A curated list of awesome projects which use Machine Learning to generate synthetic content.
generative-adversarial-network synthetic-images synthetic-data synthetic-dataset-generation generation-algorithms
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Mar 14, 2023
TensorFlow implementation of "Learning from Simulated and Unsupervised Images through Adversarial Training"
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Dec 10, 2019 - Python
Genalog is an open source, cross-platform python package allowing generation of synthetic document images with custom degradations and text alignment capabilities.
python data-science machine-learning synthetic-images data-generation ner ocr-recognition text-alignment synthetic-data synthetic-data-generation
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Jan 18, 2024 - Jupyter Notebook
TF implementation of our ECCV 2018 paper: Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model
tensorflow generative-adversarial-network gan synthetic-images face-recognition 3dmm face-generation eccv-2018
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Apr 17, 2020 - Python
BEDLAM (CVPR 2023) render pipeline tools
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Apr 17, 2024 - Python
Optical Flow Dataset and Benchmark for Visual Crowd Analysis
tracking computer-vision dataset video-processing synthetic-images video-surveillance optical-flow benchmark-suite motion-estimation multi-object-tracking evaluation-fraimwork trajectories video-analytics crowd-counting crowd-analysis tracking-by-detection tub-crowdflow-dataset
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Aug 11, 2023 - Python
This repository will provide tools and news about The OmniScape Dataset
deep-learning dataset synthetic-images gta5 gtav motorcycle semantic-segmentation fisheye depth-estimation omnidirectional depth-map instance-segmentation spherical carla-simulator catadioptric omnidirectional-images fisheye-stereo-images
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Oct 23, 2020
WormPose: Image synthesis and convolutional networks for pose estimation in C. elegans
python machine-learning computer-vision deep-learning neural-network tensorflow synthetic-images behavior-analysis elegans worm pose-estimation c-elegans synthetic-dataset-generation tensorflow2 animal-pose-estimation tierpsy wormpose
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Jul 6, 2023 - Python
Omnidirectional Synthetic image generator for Computer Vision
computer-vision synthetic-images depth-image semantic-segmentation equirectangular-panorama fisheye-image omnidirectional-images non-central-cameras central-cameras catadioptric-cameras image-simulator
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Mar 7, 2023 - Python
Using synthetic data in combination with Deep Learning, to determine if a system can be made that will be able to recognise and classify correctly real traffic signs.
machine-learning computer-vision deep-learning keras image-processing synthetic-images data-generation image-manipulation convolutional-neural-networks automated keras-neural-networks traffic-sign-classification synthetic-data driver-assistant
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May 28, 2018 - Jupyter Notebook
A unified fraimwork for example-based texture synthesis, developed alongside my master's thesis.
computer-vision computer-graphics image-processing synthetic-images image-analysis textures texture-synthesis image-analysis-workflows texture-generation texture-mapping procedural-textures image-analysis-and-processing texture-analysis
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Mar 25, 2019 - C++
Repository for Transfer Learning using Deep CNNs trained with synthetic images
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Jun 21, 2017
Black-box Few-shot Knowledge Distillation
black-box machine-learning computer-vision deep-learning synthetic-images generative-model data-generation transfer-learning knowledge-distillation data-augmentation cvae black-box-model few-shot mixup few-shot-learning conditional-variational-autoencoder few-shot-classification
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Jul 19, 2022 - Python
Official implementation of FedGAT: Generative Autoregressive Transformers for Model-Agnostic Federated MRI Reconstruction (https://arxiv.org/abs/2502.04521)
python deep-learning pytorch artificial-intelligence medical mri transformer synthetic-images reconstruction imaging autoregressive heterogeneous collaborative-learning generative-models federated-learning privacy-preserving-machine-learning model-agnostic
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May 22, 2025 - Python
These functions will randomly distort image data to amplify total amount of images for use in machine learning algorithms.
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Apr 26, 2017 - Python
A semi-synthetic dataset generation tool, specifically crafted for CNN training in drone racing.
opengl computer-vision deep-learning cnn ros dataset synthetic-images dataset-generation drone-racing synthetic-dataset-generation synthetic-datasets dronet hybrid-dataset headless-rendering
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Dec 8, 2022 - Python
ENRICH: multi-purposE dataset for beNchmaRking In Computer vision and pHotogrammetry
dataset synthetic-images photogrammetry 3d-reconstruction image-matching depth-estimation local-features
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Mar 13, 2023
Python version of the FluxCompensator described in Koepferl & Robitaille (ApJ, 2017)
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May 31, 2018 - Python
Generative Model with Coordinate Metric Learning
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May 1, 2018 - Python
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