Interactive demos

See coML in action.

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Linear
Slack
Email
GitHub
coML Chat
coML
AWS
GCP
Ray
K8s
W&B
Claude
ChatGPT
Data Ingestion
Dataset Curation
Debug Pipeline
Debug Training
Failure Analysis
Fine Tuning
Experiments
Model Eval
Linear Ticketing

Linear Ticketing

Integration

See how coML integrates into ticketing systems like Linear and works independently as a junior MLE.

Slack Integration

Slack Integration

IntegrationCV

See how coML plugs into Slack to keep your ML team in the loop with real-time updates and collaboration.

Data Ingestion

Data Ingestion

DataCV

Ingest object detection data from cloud storage into a structured parquet format.

Data Patterns

Data Patterns

CVVLM

Explore category distributions and annotation patterns in your object detection dataset.

Interactive Dataset Curation

Interactive Dataset Curation

DataCVVLM

Interactively review and curate annotations with VLM-powered verification.

Standardize SpatialVID Metadata

Standardize SpatialVID Metadata

DataPhysical AI

Standardize video metadata — normalize categorical values, fix naming, split compound fields.

Explore SpatialVID Dataset

Explore SpatialVID Dataset

DataPhysical AIIntegrationCV

Load SpatialVID-HQ from HuggingFace, browse clips in an interactive table, and open any clip in the Rerun 3D viewer.

GPU Quota Management

GPU Quota Management

ManagementIntegration

Find underutilized GPU quotas across projects and reallocate to unblock training jobs.