DeepLabCut Behavioral Tracking & Analysis Service
Description
Unlock the full potential of your behavioral recordings with our dedicated DeepLabCut analysis service. Whether you’re using our behavioral camera systems or third-party video sources, we deliver custom-trained DeepLabCut models, CSV coordinate data, or labeled videos tailored to your research needs. This ensures accuracy, reproducibility, and seamless integration into your workflow.
Selectable Tracking Options
- Eye area + XY position
- Single paw XY position
- Tail (5 XY points)
- Body (1 or 10 XY points)
Flexible Service Options
Send us your video files, and we will provide one or more of the following:
- Custom model training: A fully trained, reusable DeepLabCut model based on your labeled training data.
- Data extraction (CSV): Coordinate data generated with an existing or newly trained model.
- Labeled videos: Videos annotated with tracked points for easy visualization and validation.
Examples
Below is an example of a 900 Hz video acquisition using the optogenetic and behavioral add-ons on our OiS200 Imaging System with Optogenetics. The brain was stimulated in different regions using a 450 nm laser. Paw movement was acquired and processed using a custom algorithm. A map was made using the movement amplitude at a fixed laser power. In this example, the hardware, acquisition software, and post-processing algorithm were provided by Labeo Technologies.
Two examples of video tracking algorithm for eye-tracking. It can precisely measure the position, area, and direction of the eye. These measurements were crucial to our customer in order to measure opto-cinetic reflex.
Project Parameters
- Define desired frame rate, recording length, and number of recordings.
- Accuracy and reliability depend on the quality and size of the training dataset provided.
Deliverables
- Fully trained and tested DeepLabCut model (if requested).
- CSV coordinate data and/or labeled videos.
- Optional integration into our behavioral camera software for real-time display, coordinate saving, and synchronized labeled video.
- Clear documentation for compatibility and reproducibility.
- DLC-ready outputs for external workflows.