Excited for this one!
Mish Sukharev
Mishsim
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replied to
DualityAI-RebekahBogdanoff's
post
1 day ago
Think building custom digital twins for AI training is hard? Let us show you how to make it easy!
Next week, Duality AI is offering a free "Creating Your Own 4-Wheeled Vehicle Digital Twins for AI Training with Falcon Editor" live class.
Sign up here: https://forms.gle/2U5xugMjvSkZdeaR8
What we'll cover:
π Import & Configure a rigged 4-wheeled vehicle and transform it into a controllable system twin using Blueprints.
π Enable Dynamic Control by exposing Python variables for real-time adjustments.
π Attach Sensors to capture valuable simulation data.
π Assemble & Run a Simulation Scenario to generate training data for AI & robotics applications.
See how Falcon creates synthetic data for faster, easier, and more targeted AI training by creating a FREE account here: https://www.duality.ai/edu
reacted
to
DualityAI-RebekahBogdanoff's
post
with β€οΈ
1 day ago
Think building custom digital twins for AI training is hard? Let us show you how to make it easy!
Next week, Duality AI is offering a free "Creating Your Own 4-Wheeled Vehicle Digital Twins for AI Training with Falcon Editor" live class.
Sign up here: https://forms.gle/2U5xugMjvSkZdeaR8
What we'll cover:
π Import & Configure a rigged 4-wheeled vehicle and transform it into a controllable system twin using Blueprints.
π Enable Dynamic Control by exposing Python variables for real-time adjustments.
π Attach Sensors to capture valuable simulation data.
π Assemble & Run a Simulation Scenario to generate training data for AI & robotics applications.
See how Falcon creates synthetic data for faster, easier, and more targeted AI training by creating a FREE account here: https://www.duality.ai/edu
reacted
to
DualityAI-RebekahBogdanoff's
post
with π
1 day ago
Think building custom digital twins for AI training is hard? Let us show you how to make it easy!
Next week, Duality AI is offering a free "Creating Your Own 4-Wheeled Vehicle Digital Twins for AI Training with Falcon Editor" live class.
Sign up here: https://forms.gle/2U5xugMjvSkZdeaR8
What we'll cover:
π Import & Configure a rigged 4-wheeled vehicle and transform it into a controllable system twin using Blueprints.
π Enable Dynamic Control by exposing Python variables for real-time adjustments.
π Attach Sensors to capture valuable simulation data.
π Assemble & Run a Simulation Scenario to generate training data for AI & robotics applications.
See how Falcon creates synthetic data for faster, easier, and more targeted AI training by creating a FREE account here: https://www.duality.ai/edu
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Mishsim's activity

replied to
DualityAI-RebekahBogdanoff's
post
1 day ago

reacted to
DualityAI-RebekahBogdanoff's
post with β€οΈππ₯
1 day ago
Post
1004
Think building custom digital twins for AI training is hard? Let us show you how to make it easy!
Next week, Duality AI is offering a free "Creating Your Own 4-Wheeled Vehicle Digital Twins for AI Training with Falcon Editor" live class.
Sign up here: https://forms.gle/2U5xugMjvSkZdeaR8
What we'll cover:
π Import & Configure a rigged 4-wheeled vehicle and transform it into a controllable system twin using Blueprints.
π Enable Dynamic Control by exposing Python variables for real-time adjustments.
π Attach Sensors to capture valuable simulation data.
π Assemble & Run a Simulation Scenario to generate training data for AI & robotics applications.
See how Falcon creates synthetic data for faster, easier, and more targeted AI training by creating a FREE account here: https://www.duality.ai/edu
Next week, Duality AI is offering a free "Creating Your Own 4-Wheeled Vehicle Digital Twins for AI Training with Falcon Editor" live class.
Sign up here: https://forms.gle/2U5xugMjvSkZdeaR8
What we'll cover:
π Import & Configure a rigged 4-wheeled vehicle and transform it into a controllable system twin using Blueprints.
π Enable Dynamic Control by exposing Python variables for real-time adjustments.
π Attach Sensors to capture valuable simulation data.
π Assemble & Run a Simulation Scenario to generate training data for AI & robotics applications.
See how Falcon creates synthetic data for faster, easier, and more targeted AI training by creating a FREE account here: https://www.duality.ai/edu

reacted to
DualityAI-RebekahBogdanoff's
post with ππ₯ππ§
11 days ago
Post
3190
Duality.ai just released a 1000 image dataset used to train a YOLOv8 model in multiclass object detection -- and it's 100% free!
duality-robotics/YOLOv8-Multiclass-Object-Detection-Dataset
Access the full size dataset by creating an EDU account here- https://falcon.duality.ai/secure/documentation/ex3-dataset?sidebarMode=learn
Or check it out in the linked HuggingFace dataset!
What makes this dataset unique, useful, and capable of bridging the Sim2Real gap?
π The digital twins are not generated by AI, but instead crafted by 3D artists to be INDISTINGUISHABLE from the physical-world objects. This allows the training from this data to transfer into real-world applicability
π The simulation software, called FalconEditor, can easily create thousands of images with varying lighting, posing, occlusions, backgrounds, camera positions, and more. This enables robust model training.
π The labels are created along with the data. This not only saves large amounts of time, but also ensures the labels are incredibly accurate and reliable.
This HuggingFace dataset is a 20 image and label sample, but you can get the rest at no cost by creating a FalconCloud account here: https://falcon.duality.ai/secure/documentation/ex3-dataset?sidebarMode=learn.
Once you verify your email, the link will redirect you to the dataset page.
duality-robotics/YOLOv8-Multiclass-Object-Detection-Dataset
Access the full size dataset by creating an EDU account here- https://falcon.duality.ai/secure/documentation/ex3-dataset?sidebarMode=learn
Or check it out in the linked HuggingFace dataset!
What makes this dataset unique, useful, and capable of bridging the Sim2Real gap?
π The digital twins are not generated by AI, but instead crafted by 3D artists to be INDISTINGUISHABLE from the physical-world objects. This allows the training from this data to transfer into real-world applicability
π The simulation software, called FalconEditor, can easily create thousands of images with varying lighting, posing, occlusions, backgrounds, camera positions, and more. This enables robust model training.
π The labels are created along with the data. This not only saves large amounts of time, but also ensures the labels are incredibly accurate and reliable.
This HuggingFace dataset is a 20 image and label sample, but you can get the rest at no cost by creating a FalconCloud account here: https://falcon.duality.ai/secure/documentation/ex3-dataset?sidebarMode=learn.
Once you verify your email, the link will redirect you to the dataset page.

reacted to
DualityAI-RebekahBogdanoff's
post with π§ β€οΈπ€
about 1 month ago
Post
3096
This Friday at 11 pm ET, Duality.ai is offering a free course on creating realistic materials in simulation. https://forms.gle/iHjqojKUEJZ3EU7w6
Crafting data in simulation that is indistinguishable from the physical world is essential for bridging the sim2real gap. Physically Based Rendering, or PBR, materials play a huge role in realism. Join us the Friday to learn more.
Duality.ai has been successful in using game engine simulation to create synthetic data that jumps the sim2 real gap for many commercial clients including JPL-NASA, AWS, P&G, and more. Check out our educational content to access the software and the work flow that makes this possible https://www.duality.ai/edu
Crafting data in simulation that is indistinguishable from the physical world is essential for bridging the sim2real gap. Physically Based Rendering, or PBR, materials play a huge role in realism. Join us the Friday to learn more.
Duality.ai has been successful in using game engine simulation to create synthetic data that jumps the sim2 real gap for many commercial clients including JPL-NASA, AWS, P&G, and more. Check out our educational content to access the software and the work flow that makes this possible https://www.duality.ai/edu

reacted to
DualityAI-RebekahBogdanoff's
post with ππβ€οΈπ§ π
about 2 months ago
Post
2435
π£οΈπ¬We at Duality.ai want to hear about your specific dataset needs!!
We created a pose estimation dataset and an explanatory colab here:
β‘οΈDataset: duality-robotics/pose_estimation
β‘οΈColab: https://falcon.duality.ai/secure/documentation/pose-colab (you will have to create a free account to access)
πWe want to continue supporting the computer vision community, but we need to hear from you-
βWhat computer vision tasks you are working on that could benefit from intentionally crafted data produced by our simulation software, FalconEditor?
Share your ideas in the comment section below, and we'll create annotated and labeled datasets to address the most pressing community needs.
Some areas to consider:
- Object detection in challenging environments
- Semantic segmentation for diverse scenes
- Pose Estimation data set with variance (IDK)
- Multi-object tracking
- Anomaly detection
- Domain-specific tasks (e.g., medical imaging, autonomous driving)
Let us know your dataset needs, and we'll work on generating synthetic data to address them!
As always, create a free EDU account to start using FalconEditor to create synthetic data on your own! Sign up here: https://falcon.duality.ai/auth/sign-up
We created a pose estimation dataset and an explanatory colab here:
β‘οΈDataset: duality-robotics/pose_estimation
β‘οΈColab: https://falcon.duality.ai/secure/documentation/pose-colab (you will have to create a free account to access)
πWe want to continue supporting the computer vision community, but we need to hear from you-
βWhat computer vision tasks you are working on that could benefit from intentionally crafted data produced by our simulation software, FalconEditor?
Share your ideas in the comment section below, and we'll create annotated and labeled datasets to address the most pressing community needs.
Some areas to consider:
- Object detection in challenging environments
- Semantic segmentation for diverse scenes
- Pose Estimation data set with variance (IDK)
- Multi-object tracking
- Anomaly detection
- Domain-specific tasks (e.g., medical imaging, autonomous driving)
Let us know your dataset needs, and we'll work on generating synthetic data to address them!
As always, create a free EDU account to start using FalconEditor to create synthetic data on your own! Sign up here: https://falcon.duality.ai/auth/sign-up
Update README.md
#1 opened 3 months ago
by
DualityAI-RebekahBogdanoff


replied to
DualityAI-RebekahBogdanoff's
post
about 2 months ago
Interesting! Do I need to install FalconEditor beforehand?

reacted to
DualityAI-RebekahBogdanoff's
post with π§
about 2 months ago
Post
1843
π£οΈπ’This Friday January 24th at 11 ET, Duality.ai is hosting a free class demonstrating how to craft synthetic data using game engines and digital twin simulation workflows (not GenAI) in our FalconEditor simulation software. https://forms.gle/89Y7QrkrYJV6JrFk7
π€Curious to delve into digital twin simulation for AI training, but don't know where to start?
Get hands-on experience with FalconEditor and learn how to assemble digital twins into simulation scenarios that produce high-quality synthetic data.
π Note: You don't have to wait for Friday to experiment with Falcon. Create a free account here and start learning to create synthetic data and train AI models: https://falcon.duality.ai/secure/documentation?learnWelcome=true&sidebarMode=learn
π€Curious to delve into digital twin simulation for AI training, but don't know where to start?
Get hands-on experience with FalconEditor and learn how to assemble digital twins into simulation scenarios that produce high-quality synthetic data.
π Note: You don't have to wait for Friday to experiment with Falcon. Create a free account here and start learning to create synthetic data and train AI models: https://falcon.duality.ai/secure/documentation?learnWelcome=true&sidebarMode=learn