cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14965068
title: Cow Pose Estimation Dataset

description: Description:







This dataset has been specifically curated for Cow Pose Estimation Dataset, designed to enhance animal behavior analysis and monitoring through computer vision techniques. The dataset is annotated with 12 keypoints on the cow’s body, enabling precise tracking of body movements and posture. It is structured in the COCO format, making it compatible with popular deep learning models like YOLOv8, OpenPose, and others designed for object detection and keypoint estimation tasks.

Applications:

This dataset is ideal for agricultural tech solutions, veterinary care, and animal behavior research. It can be used in various use cases such as health monitoring, activity tracking, and early disease detection in cattle. Accurate pose estimation can also assist in optimizing livestock management by understanding animal movement patterns and detecting anomalies in their gait or behavior.

 







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Keypoint Annotations:

The dataset includes the following 12 keypoints, strategically marked to represent significant anatomical features of cows:



Nose: Essential for head orientation and overall movement tracking.

Right Eye: Helps in head pose estimation.

Left Eye: Complements the right eye for accurate head direction.

Neck (side): Marks the side of the neck, key for understanding head and body coordination.

Left Front Hoof: Tracks the front left leg movement.

Right Front Hoof: Tracks the front right leg movement.

Left Back Hoof: Important for understanding rear leg motion.

Right Back Hoof: Completes the leg movement tracking for both sides.

Backbone (side): Vital for posture and overall body orientation analysis.

Tail Root: Used for tracking tail movements and posture shifts.

Backpose Center (near tail’s midpoint): Marks the midpoint of the back, crucial for body stability and movement analysis.

Stomach (center of side pose): Helps in identifying body alignment and weight distribution.


Dataset Format:

The data is structure in the COCO format, with annotations that include image coordinates for each keypoint. This format is highly suitable for integration into popular deep learning frameworks. Additionally, the dataset includes metadata like bounding boxes, image sizes, and segmentation masks to provide detail context for each cow in an image.

Compatibility:

This dataset is optimize for use with cutting-edge pose estimation models such as YOLOv8 and other keypoint detection models like DeepLabCut and HRNet, enabling efficient training and inference for cow pose tracking. It can be seamlessly integrate into existing machine learning pipelines for both real-time and post-processed analysis.

This dataset is sourced from Kaggle.
DOI: 10.60712/si-id359533.3
title: StrainInfo SI-ID 359533.3

description: StrainInfo dataset 359533 about a strain of Parasphingorhabdus litoris. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.5281/zenodo.14964883
title: Data for manuscrpit - Integrin beta 1 facilitates non-enveloped hepatitis E virus cell entry  through the recycling endosome
DOI: 10.60712/si-id359534.3
title: StrainInfo SI-ID 359534.3

description: StrainInfo dataset 359534 about a strain of Parasphingorhabdus marina. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id359547.3
title: StrainInfo SI-ID 359547.3

description: StrainInfo dataset 359547 about a strain of Deefgea chitinilytica. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id359548.3
title: StrainInfo SI-ID 359548.3

description: StrainInfo dataset 359548 about a strain of Candidimonas nitroreducens. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id359549.3
title: StrainInfo SI-ID 359549.3

description: StrainInfo dataset 359549 about a strain of Candidimonas humi. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id359550.3
title: StrainInfo SI-ID 359550.3

description: StrainInfo dataset 359550 about a strain of Endozoicomonas montiporae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id359553.3
title: StrainInfo SI-ID 359553.3

description: StrainInfo dataset 359553 about a strain of Amycolatopsis tucumanensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id359554.2
title: StrainInfo SI-ID 359554.2

description: StrainInfo dataset 359554 about a strain of Moraxella canis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id359568.3
title: StrainInfo SI-ID 359568.3

description: StrainInfo dataset 359568 about a strain of Liquorilactobacillus capillatus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id359613.3
title: StrainInfo SI-ID 359613.3

description: StrainInfo dataset 359613 about a strain of Mesorhizobium silamurunense. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id359826.2
title: StrainInfo SI-ID 359826.2

description: StrainInfo dataset 359826 about a strain of Collybia odora. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id359925.2
title: StrainInfo SI-ID 359925.2

description: StrainInfo dataset 359925 about a strain of Corniculantispora psalliotae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id359971.2
title: StrainInfo SI-ID 359971.2

description: StrainInfo dataset 359971 about a strain of Pseudogymnoascus pannorum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id359987.2
title: StrainInfo SI-ID 359987.2

description: StrainInfo dataset 359987 about a strain of Corniculantispora psalliotae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id359988.2
title: StrainInfo SI-ID 359988.2

description: StrainInfo dataset 359988 about a strain of Corniculantispora psalliotae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360051.2
title: StrainInfo SI-ID 360051.2

description: StrainInfo dataset 360051 about a strain of Penicillium chrysogenum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360052.2
title: StrainInfo SI-ID 360052.2

description: StrainInfo dataset 360052 about a strain of Penicillium chrysogenum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360053.2
title: StrainInfo SI-ID 360053.2

description: StrainInfo dataset 360053 about a strain of Penicillium chrysogenum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360079.2
title: StrainInfo SI-ID 360079.2

description: StrainInfo dataset 360079 about a strain of Penicillium janthinellum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360102.2
title: StrainInfo SI-ID 360102.2

description: StrainInfo dataset 360102 about a strain of Rathayibacter toxicus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360111.2
title: StrainInfo SI-ID 360111.2

description: StrainInfo dataset 360111 about a strain of Nadsonia fulvescens. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360112.2
title: StrainInfo SI-ID 360112.2

description: StrainInfo dataset 360112 about a strain of Chlamydocillium curvulum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360114.2
title: StrainInfo SI-ID 360114.2

description: StrainInfo dataset 360114 about a strain of Lysinibacillus sphaericus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360119.3
title: StrainInfo SI-ID 360119.3

description: StrainInfo dataset 360119 about a strain of Streptomyces somaliensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360125.3
title: StrainInfo SI-ID 360125.3

description: StrainInfo dataset 360125 about a strain of Deinococcus aquiradiocola. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360129.3
title: StrainInfo SI-ID 360129.3

description: StrainInfo dataset 360129 about a strain of Chryseobacterium oranimense. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360130.3
title: StrainInfo SI-ID 360130.3

description: StrainInfo dataset 360130 about a strain of Dietzia kunjamensis subsp. schimae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360132.3
title: StrainInfo SI-ID 360132.3

description: StrainInfo dataset 360132 about a strain of Hellea balneolensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360140.3
title: StrainInfo SI-ID 360140.3

description: StrainInfo dataset 360140 about a strain of Kriegella aquimaris. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360141.3
title: StrainInfo SI-ID 360141.3

description: StrainInfo dataset 360141 about a strain of Spongiibacter marinus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360142.3
title: StrainInfo SI-ID 360142.3

description: StrainInfo dataset 360142 about a strain of Mesorhizobium caraganae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360154.3
title: StrainInfo SI-ID 360154.3

description: StrainInfo dataset 360154 about a strain of Salinicola socius. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360196.3
title: StrainInfo SI-ID 360196.3

description: StrainInfo dataset 360196 about a strain of Arcobacter mytili. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360208.3
title: StrainInfo SI-ID 360208.3

description: StrainInfo dataset 360208 about a strain of Terrimonas aquatica. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360267.3
title: StrainInfo SI-ID 360267.3

description: StrainInfo dataset 360267 about a strain of Cellulomonas aerilata. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360268.3
title: StrainInfo SI-ID 360268.3

description: StrainInfo dataset 360268 about a strain of Chryseobacterium hungaricum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360269.3
title: StrainInfo SI-ID 360269.3

description: StrainInfo dataset 360269 about a strain of Corynebacterium sputi. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360272.3
title: StrainInfo SI-ID 360272.3

description: StrainInfo dataset 360272 about a strain of Halorubrum californiense. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360273.3
title: StrainInfo SI-ID 360273.3

description: StrainInfo dataset 360273 about a strain of Companilactobacillus bobalius. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360276.3
title: StrainInfo SI-ID 360276.3

description: StrainInfo dataset 360276 about a strain of Megamonas rupellensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360277.3
title: StrainInfo SI-ID 360277.3

description: StrainInfo dataset 360277 about a strain of Microbacterium profundi. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360283.3
title: StrainInfo SI-ID 360283.3

description: StrainInfo dataset 360283 about a strain of Mycobacterium llatzerense. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360288.3
title: StrainInfo SI-ID 360288.3

description: StrainInfo dataset 360288 about a strain of Veillonella magna. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360289.2
title: StrainInfo SI-ID 360289.2

description: StrainInfo dataset 360289 about a strain of Pantoea eucrina. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360290.2
title: StrainInfo SI-ID 360290.2

description: StrainInfo dataset 360290 about a strain of Pantoea eucrina. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360291.2
title: StrainInfo SI-ID 360291.2

description: StrainInfo dataset 360291 about a strain of Pantoea eucrina. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360294.2
title: StrainInfo SI-ID 360294.2

description: StrainInfo dataset 360294 about a strain of Pantoea brenneri. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360295.2
title: StrainInfo SI-ID 360295.2

description: StrainInfo dataset 360295 about a strain of Pantoea brenneri. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360311.3
title: StrainInfo SI-ID 360311.3

description: StrainInfo dataset 360311 about a strain of Meridianimaribacter flavus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360322.2
title: StrainInfo SI-ID 360322.2

description: StrainInfo dataset 360322 about a strain of Hazenia prostrata. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360390.3
title: StrainInfo SI-ID 360390.3

description: StrainInfo dataset 360390 about a strain of Roseovarius nanhaiticus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360391.3
title: StrainInfo SI-ID 360391.3

description: StrainInfo dataset 360391 about a strain of Sedimentitalea nanhaiensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360498.3
title: StrainInfo SI-ID 360498.3

description: StrainInfo dataset 360498 about a strain of Acinetobacter beijerinckii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360499.3
title: StrainInfo SI-ID 360499.3

description: StrainInfo dataset 360499 about a strain of Acinetobacter gyllenbergii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360509.3
title: StrainInfo SI-ID 360509.3

description: StrainInfo dataset 360509 about a strain of Companilactobacillus nodensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360511.3
title: StrainInfo SI-ID 360511.3

description: StrainInfo dataset 360511 about a strain of Methylobacterium phyllosphaerae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360524.3
title: StrainInfo SI-ID 360524.3

description: StrainInfo dataset 360524 about a strain of Pseudidiomarina marina. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360525.3
title: StrainInfo SI-ID 360525.3

description: StrainInfo dataset 360525 about a strain of Pseudidiomarina tainanensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360526.3
title: StrainInfo SI-ID 360526.3

description: StrainInfo dataset 360526 about a strain of Halopseudomonas sabulinigri. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360622.2
title: StrainInfo SI-ID 360622.2

description: StrainInfo dataset 360622 about a strain of Pseudomonas. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360630.3
title: StrainInfo SI-ID 360630.3

description: StrainInfo dataset 360630 about a strain of Vagococcus acidifermentans. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360631.3
title: StrainInfo SI-ID 360631.3

description: StrainInfo dataset 360631 about a strain of Aliivibrio finisterrensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360632.3
title: StrainInfo SI-ID 360632.3

description: StrainInfo dataset 360632 about a strain of Vagococcus penaei. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360660.3
title: StrainInfo SI-ID 360660.3

description: StrainInfo dataset 360660 about a strain of Celeribacter halophilus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360661.3
title: StrainInfo SI-ID 360661.3

description: StrainInfo dataset 360661 about a strain of Salinicoccus qingdaonensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360666.3
title: StrainInfo SI-ID 360666.3

description: StrainInfo dataset 360666 about a strain of Roseicitreum antarcticum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.
DOI: 10.60712/si-id360697.3
title: StrainInfo SI-ID 360697.3

description: StrainInfo dataset 360697 about a strain of Arcicella aurantiaca. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data.