LANGHUI / ANIMAL SCIENCE DATA
From canine and feline CT segmentation to veterinary review, annotation software and data procurement. Turn your imaging and research requirements into data that can be inspected, reviewed and delivered.
THREE WAYS TO WORK WITH US
Choose one service or combine them: a platform for collaboration, experts for annotation quality, and data for research and development.
For organizations with imaging data, researchers or annotators who need data management and a collaborative workflow.
For teams with animal images that need detailed labels, expert review and clear delivery requirements.
For animal AI, pet technology and research teams seeking data and usage rights suited to a specific task.
SEE THE WORK
Inspect actual CT slices, label overlays and 3D anatomical groups. Give AI, research and procurement teams a shared basis for evaluation.
ACTUAL SEGMENTATION SAMPLE
Sample 1 contains five anatomical groups: skull, mandible, spine, distal forelimb and other bone structures. Colors distinguish the groups; boundaries must be reviewed against the source CT slices.
Visualizations are from existing LumeSage animal imaging sample materials. The number of group files is not the number of individually labeled bones. Geometry and file checks do not replace veterinary review. Access to source files depends on the intended use and the applicable permissions.
THE ANNOTATION PLATFORM
Connect images, labels, review and export. A demo focuses on how your team takes source data through to a usable deliverable.
Link animals, imaging studies and tasks; check image quality and formats.
Edit labels with region-of-interest (ROI) and mask tools, using the source images as a reference.
Distinguish draft, pending-review and approved versions, with the reasons for changes recorded.
Check labels, orientation, dimensions and correspondence between exported files.
Explore data management, segmentation editing, multiplanar reconstruction (MPR), 3D viewing and export using our existing imaging tools. Suitability for animal projects is confirmed with representative data.
Agree on annotation guidelines, review permissions and version control for each team role, so that draft labels are clearly distinguished from approved deliverables.
On-premises deployment, storage, user numbers and integration requirements are confirmed after the demo. AI-assisted functions require validation for the relevant animal species and task.
EXPERTISE THAT REACHES DELIVERY
Combine canine and feline CT segmentation, veterinary review and data engineering. Translate professional judgment into annotation guidelines, review records and versioned deliverables.
Define anatomical groups, delineate contours and refine masks for the task. Agree on detailed requirements—such as individual bone IDs, laterality or fragment preservation—through pilot annotation.
Inspect target structures and boundaries on CT slices, resolve discrepancies and flag uncertainty. Confirm the relevant expertise, review responsibilities and acceptance process before work begins.
Check spatial alignment, file naming, the label dictionary and versions. Package source images, annotations and quality notes for the intended use, then verify exported files in the target software.
Agree on expert roles → Define annotation guidelines → Review the pilot → Agree on delivery at scale.
ANIMAL DATA FOR RESEARCH & AI
Match source images, task-specific labels or prepared datasets to your research objectives. Confirm available data, samples, specifications and usage rights before a quotation is finalized.
For segmentation model training, anatomical research and annotation-method evaluation. Check image–label alignment and whether the level of annotation detail meets your task requirements.
For AI and research teams seeking a complete data package. Define a reusable release with documented versions, dataset splits and supporting information.
For teams with annotation capabilities that plan to create their own task-specific labels. Match data by species, anatomical region, imaging modality and acquisition conditions.
For animal identification, action recognition and behavioral research. Discuss data sourcing, collection or annotation, with availability and scope confirmed separately.
BEHAVIOR DATA / CONCEPT
Behavior data requires clear action definitions, temporal intervals and individual animal identities. Use a shared annotation specification to plan collection, labeling and acceptance.
The image is a synthetic illustration. Real recordings and synthetic material require separate provenance records. This illustration is not part of available data inventory or a completed client delivery.
Discuss a behavior data projectData lists are confirmed per project, including quantities, counting units, provenance, permitted uses and delivery versions. Displaying a sample does not mean its source data is available for sale.
FROM FIRST CONVERSATION TO DELIVERY
Choose a platform, annotation or data procurement. Discuss species, tasks and intended use.
Review platform operations, pilot annotations or dataset documentation and samples.
Confirm quantities, formats, timelines, review depth and usage rights.
Verify data, labels, records and versions. Address feedback through the agreed process.
BEFORE WE START
Yes. Platform deployment, expert annotation and data procurement are scoped and priced separately, and can also be combined. If you have a team, start with a platform demo. If you have data, request pilot annotation. If you need data, first confirm available datasets and samples.
Annotated data includes labels linked to the source images; confirm the target structures and review status. A prepared dataset also needs a defined release, dictionary, dataset splits and intended uses. Source images generally do not include task-specific labels. We match data to your use case, then confirm availability, quantities and usage rights in the data list.
The page shows anatomical-group masks, slice overlays and 3D surfaces from two actual animal CT volumes, allowing file organization and spatial correspondence to be assessed. Eight group files do not represent eight individually labeled bones. Individual bone IDs, lesions or fragments require separate pilot work to agree on the annotation rules and assess results.
First agree on the species, target structures, label definitions and acceptance criteria, then run pilot annotation. Review the results against the source images and record discrepancies, corrections and approved versions. Relevant veterinary expertise, review roles and task assignments can be discussed before the project starts.
You can submit collection, procurement or annotation requirements. First confirm the species, settings, action definitions, video duration and usage rights. The behavior illustration on this page is AI-generated. It does not represent recorded video, available inventory or measured model performance.
Tell us whether you need the platform, annotation services or data, and provide one way to contact you. Species, formats, quantities and timelines can follow later. Before samples are shared, we agree on permissions, de-identification where needed, and the transfer method.
LET'S BUILD YOUR NEXT DATASET
Choose a service and provide one contact method. Your organization, data volume and timeline can be discussed later.
Our team will respond during business hours. No source files are needed for the initial inquiry.