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Search results for computer vision synthetic data
computer-vision
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synthetic-data
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29 search results found
Unrealcv
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1,737
UnrealCV: Connecting Computer Vision to Unreal Engine
Awesome Open Data Centric Ai
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630
Curated list of open source tooling for data-centric AI on unstructured data.
Synthdet
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330
SynthDet - An end-to-end object detection pipeline using synthetic data
Iros20 6d Pose Tracking
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299
[IROS 2020] se(3)-TrackNet: Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic Domains
Bmw Labeltool Lite
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288
This repository provides you with an easy-to-use labeling tool for State-of-the-art Deep Learning training purposes. It supports Auto-Labeling.
Flip
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284
Synthetic Image generation with Flip. Generate thousands of new 2D images from a small batch of objects and backgrounds.
Peoplesanspeople
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273
Unity's privacy-preserving human-centric synthetic data generator
Augraphy
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258
Augmentation pipeline for rendering synthetic paper printing, faxing, scanning and copy machine processes
Mtt Distillation
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218
Official code for our CVPR '22 paper "Dataset Distillation by Matching Training Trajectories"
Zpy
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210
Synthetic data for computer vision. An open source toolkit using Blender and Python.
Gcc Sfcn
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128
This is the official code of spatial FCN in the paper Learning from Synthetic Data for Crowd Counting in the Wild [CVPR2019].
Agml
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128
AgML is a centralized framework for agricultural machine learning. AgML provides access to public agricultural datasets for common agricultural deep learning tasks, with standard benchmarks and pretrained models, as well the ability to generate synthetic data and annotations.
Robotics Object Pose Estimation
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116
A complete end-to-end demonstration in which we collect training data in Unity and use that data to train a deep neural network to predict the pose of a cube. This model is then deployed in a simulated robotic pick-and-place task.
Medigan
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88
medigan - A Python Library of Pretrained Generative Models for Medical Image Synthesis
Sordi Ai Evaluation Gui
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68
This repository allows you to evaluate a trained computer vision model and get general information and evaluation metrics with little configuration.
Game Feature Learning
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65
Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic Imagery, CVPR'18
Beyond Inet
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62
Code for experiments for "ConvNet vs Transformer, Supervised vs CLIP: Beyond ImageNet Accuracy"
Supercaustics
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36
Real-time, open-source simulation of transparent objects for deep learning applications
Foggysynscapes
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30
Semantic Understanding of Foggy Scenes with Purely Synthetic Data
Recurrent Defocus Deblurring Synth Dual Pixel
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30
Reference github repository for the paper "Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data". We propose a procedure to generate realistic DP data synthetically. Our synthesis approach mimics the optical image formation found on DP sensors and can be applied to virtual scenes rendered with standard computer software. Leveraging these realistic synthetic DP images, we introduce a new recurrent convolutional network (RCN) architecture that can improve defocus deblurring re
Indoor Pet Detection
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22
A demo project for indoor pet detection using Unity generated synthetic data.
Aiplayground
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21
A virtual environment that allows changing isolated features in the image
Multi Task Defocus Deblurring Dual Pixel Nimat
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20
Reference github repository for the paper "Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning". We propose a single-image deblurring network that incorporates the two sub-aperture views into a multitask framework. Specifically, we show that jointly learning to predict the two DP views from a single blurry input image improves the network’s ability to learn to deblur the image. Our experiments show this multi-task strategy achieves +1dB PSNR improvem
Sidgan
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19
Repository for the ECCV 2020 paper: "Low Light Video Enhancement using Synthetic Data Produced with an Intermediate Domain Mapping"
Casapose
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13
CASAPose: Class-Adaptive and Semantic-Aware Multi-Object Pose Estimation (BMVC 2022)
Traffic Sign Recognition Basd On Synthesised Training Data
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12
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.
Synthetic Health Data Hackathon 2020
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9
Synthetic Health Data Hackathon 2020 Alzheimer's MRI Analysis solution.
Anthronet
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8
Unity's Privacy-Preserving Novel Human Body Model Trained Solely on Synthetic Data and Corresponding Dense Anthropometric Measurements
Magic Scissors
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8
Synthetic data for object detection and segmentation
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1-29 of 29 search results
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