content.raw: Training YOLO with Synthetic Data from Duality AI's Falcon🎮📊
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content.value: Training YOLO with Synthetic Data from Duality AI's Falcon🎮📊
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content.raw: Hi Huggingface community! 👋
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content.value: Hi Huggingface community! 👋
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content.raw: 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! 
content.type: text
content.value: 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! 
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content.href: https://storage.googleapis.com/duality-public-share/syntheticDataWorks.ipynb
content.raw: https://storage.googleapis.com/duality-public-share/syntheticDataWorks.ipynb
content.type: link
content.type: text
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content.raw: Train using synthetic images of a cereal box digital twin, then see it work on real-world images.🥣💛
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content.value: Train using synthetic images of a cereal box digital twin, then see it work on real-world images.🥣💛
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content.raw: Instructions for running this can be found here: 
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content.value: Instructions for running this can be found here: 
content.href: https://falcon.duality.ai/secure/documentation/see-synth-work-no-specs
content.raw: https://falcon.duality.ai/secure/documentation/see-synth-work-no-specs
content.type: link
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content.raw: You'll have to create an account to view it, but the notebook by itself explains itself very well. 
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content.value: You'll have to create an account to view it, but the notebook by itself explains itself very well. 
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content.raw: This method is a game-changer for cost-effective, scalable, and customizable datasets in computer vision.
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content.value: This method is a game-changer for cost-effective, scalable, and customizable datasets in computer vision.
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content.raw: Why Synthetic Data?🤔
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content.value: Why Synthetic Data?🤔
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content.raw: - Precise Annotations: Get bounding boxes, segmentation masks, and more without manual effort.
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content.value: - Precise Annotations: Get bounding boxes, segmentation masks, and more without manual effort.
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content.raw: - Customizable Scenarios: Simulate diverse conditions like lighting and weather.
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content.value: - Customizable Scenarios: Simulate diverse conditions like lighting and weather.
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content.raw: What’s in the Notebook?📓
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content.value: What’s in the Notebook?📓
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content.raw: - Training & Evaluation: Train YOLOv8 with synthetic data and test its performance on real-world samples.
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content.value: - Training & Evaluation: Train YOLOv8 with synthetic data and test its performance on real-world samples.
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content.raw: Try it Out! 🚀
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content.value: Try it Out! 🚀
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content.raw: Access the notebook here: 
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content.value: Access the notebook here: 
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content.href: https://storage.googleapis.com/duality-public-share/syntheticDataWorks.ipynb
content.raw: https://storage.googleapis.com/duality-public-share/syntheticDataWorks.ipynb
content.type: link
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content.raw:  It’s fully documented and ready for you to explore and adapt. 
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content.value:  It’s fully documented and ready for you to explore and adapt. 
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content.raw: Want to create your own custom datasets? Checkout Falcon here:
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content.value: Want to create your own custom datasets? Checkout Falcon here:
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content.href: https://falcon.duality.ai/auth/sign-up
content.raw: https://falcon.duality.ai/auth/sign-up
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content.href: https://www.duality.ai/edu
content.raw: https://www.duality.ai/edu
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content.raw: Let’s Discuss!💬
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content.value: Let’s Discuss!💬
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content.raw: How are you using synthetic data in ML projects? Let’s connect—drop your thoughts or questions below or on our Discord! 
content.type: text
content.value: How are you using synthetic data in ML projects? Let’s connect—drop your thoughts or questions below or on our Discord! 
content.href: https://discord.com/invite/dualityfalconcommunity
content.raw: https://discord.com/invite/dualityfalconcommunity
content.type: link
rawContent: 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
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reactions.users: wanwuwanwei epilef68 Mishsim dasqqwde MMSDuality John6666 DualityAI-RebekahBogdanoff nyuuzyou ajay1710 Gandharv14 apurvacca AtAndDev
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reactions.users: Mishsim DualityAI-RebekahBogdanoff Gandharv14
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reactions.users: danielpark apurvacca DualityAI-RebekahBogdanoff
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reactions.users: Mishsim DualityAI-RebekahBogdanoff
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commentators._id: 6758c5c998a71ffdf78e18d6
commentators.avatarUrl: /avatars/2703e53fa7ba5fa1f3d8bd9c05fa7869.svg
commentators.fullname: Michael Taylor
commentators.name: Mike-DualityAI
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commentators._id: 6756635be704deb871de31c3
commentators.avatarUrl: https://cdn-avatars.huggingface.co/v1/production/uploads/noauth/mzfB9mSSr-Y78ja2cfTqt.png
commentators.fullname: MMS
commentators.name: MMSDuality
commentators.type: user