Mish Sukharev

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replied to DualityAI-RebekahBogdanoff's post 1 day ago
reacted to DualityAI-RebekahBogdanoff's post with β€οΈπŸš€πŸ”₯ 1 day ago
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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:
πŸš— Import & Configure a rigged 4-wheeled vehicle and transform it into a controllable system twin using Blueprints.
πŸš— Enable Dynamic Control by exposing Python variables for real-time adjustments.
πŸš— Attach Sensors to capture valuable simulation data.
πŸš— 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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reacted to DualityAI-RebekahBogdanoff's post with πŸ‘πŸ”₯πŸš€πŸ§  11 days ago
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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?

πŸ’  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

πŸ’  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.

πŸ’  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 πŸ§ β€οΈπŸ€— about 1 month ago
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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
reacted to DualityAI-RebekahBogdanoff's post with πŸ‘€πŸš€β€οΈπŸ§ πŸ‘ about 2 months ago
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πŸ—£οΈπŸ’¬We at Duality.ai want to hear about your specific dataset needs!!

We created a pose estimation dataset and an explanatory colab here:
➑️Dataset: duality-robotics/pose_estimation
➑️Colab: https://falcon.duality.ai/secure/documentation/pose-colab (you will have to create a free account to access)

😎We want to continue supporting the computer vision community, but we need to hear from you-
❓What 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
updated a Space about 2 months ago
New activity in duality-robotics/README about 2 months ago
replied to DualityAI-RebekahBogdanoff's post about 2 months ago
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Interesting! Do I need to install FalconEditor beforehand?

reacted to DualityAI-RebekahBogdanoff's post with 🧠 about 2 months ago
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πŸ—£οΈπŸ“’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

πŸ€”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.

πŸ‘‰ 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
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