Split the dataset into train, test and validation
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Split the dataset into train, test and validation
with Edge Impulse · Model Training & Data
Use Edge Impulse: its Edge Impulse Raw data API lets you split the dataset into train, test and validation in a single step (POST /api/{projectId}/split). capabilities.work can help you get signed up and connected.
- How do I split my dataset with custom ratios including a validation set?
- Can I keep samples sharing a metadata key together in the same split?
- Is it possible to stratify the train/test split by label?
Say it to your AI assistant
- Split project {projectId} into {trainingSplitRatio} training and {testingSplitRatio} testing.
- Apply a {trainingSplitRatio}/{testingSplitRatio}/{validationSplitRatio} split to project {projectId}, stratified by {stratifyBy}.
For your developer
POST /api/{projectId}/split in Edge Impulse Raw data API. Full spec on APIs.io.