Training YOLO with Synthetic Data from Duality AI's Falcon🎮📊
text
Training YOLO with Synthetic Data from Duality AI's Falcon🎮📊
new_line
Hi Huggingface community! 👋
text
Hi Huggingface community! 👋
new_line
Duality.ai is excited to share a Google Colab notebook that demonstrates how easy it is to train YOLOv8 using synthetic data generated in our Falcon simulation software—and see it work in the real world! 
text
Duality.ai is excited to share a Google Colab notebook that demonstrates how easy it is to train YOLOv8 using synthetic data generated in our Falcon simulation software—and see it work in the real world! 
new_line
new_line
https://storage.googleapis.com/duality-public-share/syntheticDataWorks.ipynb
https://storage.googleapis.com/duality-public-share/syntheticDataWorks.ipynb
link
text
new_line
new_line
Train using synthetic images of a cereal box digital twin, then see it work on real-world images.🥣💛
text
Train using synthetic images of a cereal box digital twin, then see it work on real-world images.🥣💛
new_line
new_line
Instructions for running this can be found here: 
text
Instructions for running this can be found here: 
https://falcon.duality.ai/secure/documentation/see-synth-work-no-specs
https://falcon.duality.ai/secure/documentation/see-synth-work-no-specs
link
new_line
You'll have to create an account to view it, but the notebook by itself explains itself very well. 
text
You'll have to create an account to view it, but the notebook by itself explains itself very well. 
new_line
new_line
This method is a game-changer for cost-effective, scalable, and customizable datasets in computer vision.
text
This method is a game-changer for cost-effective, scalable, and customizable datasets in computer vision.
new_line
Why Synthetic Data?🤔
text
Why Synthetic Data?🤔
new_line
- Precise Annotations: Get bounding boxes, segmentation masks, and more without manual effort.
text
- Precise Annotations: Get bounding boxes, segmentation masks, and more without manual effort.
new_line
- Customizable Scenarios: Simulate diverse conditions like lighting and weather.
text
- Customizable Scenarios: Simulate diverse conditions like lighting and weather.
new_line
What’s in the Notebook?📓
text
What’s in the Notebook?📓
new_line
- Training & Evaluation: Train YOLOv8 with synthetic data and test its performance on real-world samples.
text
- Training & Evaluation: Train YOLOv8 with synthetic data and test its performance on real-world samples.
new_line
Try it Out! 🚀
text
Try it Out! 🚀
new_line
Access the notebook here: 
text
Access the notebook here: 
new_line
https://storage.googleapis.com/duality-public-share/syntheticDataWorks.ipynb
https://storage.googleapis.com/duality-public-share/syntheticDataWorks.ipynb
link
text
new_line
 It’s fully documented and ready for you to explore and adapt. 
text
 It’s fully documented and ready for you to explore and adapt. 
new_line
new_line
Want to create your own custom datasets? Checkout Falcon here:
text
Want to create your own custom datasets? Checkout Falcon here:
new_line
https://falcon.duality.ai/auth/sign-up
https://falcon.duality.ai/auth/sign-up
link
new_line
https://www.duality.ai/edu
https://www.duality.ai/edu
link
new_line
new_line
Let’s Discuss!💬
text
Let’s Discuss!💬
new_line
How are you using synthetic data in ML projects? Let’s connect—drop your thoughts or questions below or on our Discord! 
text
How are you using synthetic data in ML projects? Let’s connect—drop your thoughts or questions below or on our Discord! 
https://discord.com/invite/dualityfalconcommunity
https://discord.com/invite/dualityfalconcommunity
link
Training YOLO with Synthetic Data from Duality AI's Falcon🎮📊
Hi Huggingface community! 👋
Duality.ai is excited to share a Google Colab notebook that demonstrates how easy it is to train YOLOv8 using synthetic data generated in our Falcon simulation software—and see it work in the real world! 

https://storage.googleapis.com/duality-public-share/syntheticDataWorks.ipynb 

Train using synthetic images of a cereal box digital twin, then see it work on real-world images.🥣💛

Instructions for running this can be found here: https://falcon.duality.ai/secure/documentation/see-synth-work-no-specs
You'll have to create an account to view it, but the notebook by itself explains itself very well. 

This method is a game-changer for cost-effective, scalable, and customizable datasets in computer vision.
Why Synthetic Data?🤔
- Precise Annotations: Get bounding boxes, segmentation masks, and more without manual effort.
- Customizable Scenarios: Simulate diverse conditions like lighting and weather.
What’s in the Notebook?📓
- Training & Evaluation: Train YOLOv8 with synthetic data and test its performance on real-world samples.
Try it Out! 🚀
Access the notebook here: 
https://storage.googleapis.com/duality-public-share/syntheticDataWorks.ipynb 
 It’s fully documented and ready for you to explore and adapt. 

Want to create your own custom datasets? Checkout Falcon here:
https://falcon.duality.ai/auth/sign-up
https://www.duality.ai/edu

Let’s Discuss!💬
How are you using synthetic data in ML projects? Let’s connect—drop your thoughts or questions below or on our Discord! https://discord.com/invite/dualityfalconcommunity
🔥
wanwuwanwei epilef68 Mishsim dasqqwde MMSDuality John6666 DualityAI-RebekahBogdanoff nyuuzyou ajay1710 Gandharv14 apurvacca AtAndDev
🧠
Mishsim DualityAI-RebekahBogdanoff Gandharv14
👍
danielpark apurvacca DualityAI-RebekahBogdanoff
👀
Mishsim DualityAI-RebekahBogdanoff
😎
DualityAI-RebekahBogdanoff
🚀
DualityAI-RebekahBogdanoff
6758c5c998a71ffdf78e18d6
/avatars/2703e53fa7ba5fa1f3d8bd9c05fa7869.svg
Michael Taylor
Mike-DualityAI
user
6756635be704deb871de31c3
https://cdn-avatars.huggingface.co/v1/production/uploads/noauth/mzfB9mSSr-Y78ja2cfTqt.png
MMS
MMSDuality
user