content.raw: Duality.ai just released a 1000 image dataset used to train a YOLOv8 model in multiclass object detection -- and it's 100% free!
content.type: text
content.value: Duality.ai just released a 1000 image dataset used to train a YOLOv8 model in multiclass object detection -- and it's 100% free!
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content.raw: https://huggingface.co/datasets/duality-robotics/YOLOv8-Multiclass-Object-Detection-Dataset
content.id: duality-robotics/YOLOv8-Multiclass-Object-Detection-Dataset
content.type: dataset
content.type: resource
content.url: https://huggingface.co/datasets/duality-robotics/YOLOv8-Multiclass-Object-Detection-Dataset
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content.raw: Access the full size dataset by creating an EDU account here- 
content.type: text
content.value: Access the full size dataset by creating an EDU account here- 
content.href: https://falcon.duality.ai/secure/documentation/ex3-dataset?sidebarMode=learn
content.raw: https://falcon.duality.ai/secure/documentation/ex3-dataset?sidebarMode=learn
content.type: link
content.type: new_line
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content.raw: Or check it out in the linked HuggingFace dataset!
content.type: text
content.value: Or check it out in the linked HuggingFace dataset!
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content.raw: What makes this dataset unique, useful, and capable of bridging the Sim2Real gap?
content.type: text
content.value: What makes this dataset unique, useful, and capable of bridging the Sim2Real gap?
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content.raw: 💠  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
content.type: text
content.value: 💠  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
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content.raw: 💠  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.
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content.value: 💠  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.
content.type: new_line
content.type: new_line
content.raw: 💠 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.
content.type: text
content.value: 💠 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.
content.type: new_line
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content.raw: 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: 
content.type: text
content.value: 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: 
content.href: https://falcon.duality.ai/secure/documentation/ex3-dataset?sidebarMode=learn
content.raw: https://falcon.duality.ai/secure/documentation/ex3-dataset?sidebarMode=learn
content.type: link
content.raw: . 
content.type: text
content.value: . 
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content.raw: Once you verify your email, the link will redirect you to the dataset page.
content.type: text
content.value: Once you verify your email, the link will redirect you to the dataset page.
rawContent: Duality.ai just released a 1000 image dataset used to train a YOLOv8 model in multiclass object detection -- and it's 100% free!
  https://huggingface.co/datasets/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?
  
  💠  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
  
  💠  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.
  
  💠 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.
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