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1. www.nature.com › articles › s41597/023/02660-8An annotated grain kernel image database for visual quality ... -...

   www.nature.com › articles › s41597/023/02660-8

   8 lis 2023 · We present a machine vision-based database named GrainSet for the purpose of visual quality inspection of grain kernels. The database contains more than 350 K single-kernel images with experts’...

2. arxiv.org › html › 2401An annotated grain kernel image database for visual quality...

   arxiv.org › html › 2401

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   20 lis 2023 · We present a machine vision-based database named GrainSet for the purpose of visual quality inspection of grain kernels. The database contains more than 350 K 𝐾 K italic_K single-kernel images with experts’ annotations.

3. github.com › hellodfan › GrainSethellodfan/GrainSet - GitHub

   github.com › hellodfan › GrainSet

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   We released four types of cereal grains: Wheat, Maize, Sorghum and Rice in single-kernel images with experts' annotations. Additionally, GrainSet-tiny: this is a preview for understanding our database by randomly selecting 2% samples from GrainSet.

4. arxiv.org › abs › 2401[2401.08599] An annotated grain kernel image database for visual...

   arxiv.org › abs › 2401

   • Zapisane w pamięci cache

   20 lis 2023 · We present a machine vision-based database named GrainSet for the purpose of visual quality inspection of grain kernels. The database contains more than 350K single-kernel images with experts' annotations.

5. export.arxiv.org › abs › 2401[2401.08599v1] An annotated grain kernel image database for...

   export.arxiv.org › abs › 2401

   • Zapisane w pamięci cache

   20 lis 2023 · We present a machine vision-based database named GrainSet for the purpose of visual quality inspection of grain kernels. The database contains more than 350K single-kernel images with experts' annotations.

6. pubmed.ncbi.nlm.nih.gov › 37938549An annotated grain kernel image database for visual quality ... -...

   pubmed.ncbi.nlm.nih.gov › 37938549

   8 lis 2023 · We present a machine vision-based database named GrainSet for the purpose of visual quality inspection of grain kernels. The database contains more than 350K single-kernel images with experts' annotations.

7. www.researchgate.net › journal › Scientific-Data-2052-4463An annotated grain kernel image database for visual quality...

   www.researchgate.net › journal › Scientific-Data-2052-4463

   Generally, the majority of inspections can be determined by observing the surface of grain kernels, termed Grain Appearance Inspection (GAI) in this study. GAI mainly involves two aspects ...