Autism Computer Vision Project

Autism

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Classes (38)
Covering Ears
Cupping ears
Eye contact problem
Face padding
Finger Flicking
Finger sucking
Full Body Shaking
Hand Clapping
Hand Flapping
Hand leading
Hard Blinking
Head Banging
Head shacking
Inappropriate play
Jumping
Lack of Eye Contact
No shared interest
Nose picking
Pacing Back and Forth
Pitter patter
Pulling hair
Repetitive behaviour
Rocking
Roll Back and Forth
Rubbing the skin
Running
SIB(Biting)
Sensory avoidance
Shaking Legs
Smelling object
Smiling
TD
Tiptoeing
Tongue wagging
Tpot stimming
Twirling
Unusual drawing ability
Watching long period of time
Description

Here are a few use cases for this project:

  1. Autism Detection and Diagnosis: This computer vision model could be used by healthcare professionals or educational institutions as a tool to aid in the early identification of autistic tendencies in children for a proper diagnosis. The earlier the autism is diagnosed, the earlier the interventions can start, which can significantly improve the child's development.

  2. Personal Monitoring: The model could be used by parents or caregivers as a tool for monitoring children’s behaviors at home. It can alert them for any unusual behavior that falls under the autism spectrum, helping parents recognize symptoms and seek professional assistance if necessary.

  3. Therapy Sessions: The model could be integrated into a therapy setting, with clinical psychologists or therapeutic professionals using it as a tool to track and monitor children's behaviors over time, which could assist in planning and adjusting personalized therapy strategies.

  4. Autism Research: The model could be a valuable resource for researchers studying autism, helping them quantify and understand the frequency of various behaviors in different contexts, contributing significantly to autism research.

  5. Education Systems: Educational institutions could benefit from using this model to monitor children's behaviors in the classroom or school setting. It could help educators understand the needs of their autistic students better and provide more effective and tailored support.

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Cite This Project

LICENSE
CC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            autism-v5wtf-07fod_dataset,
                            title = { Autism Dataset },
                            type = { Open Source Dataset },
                            author = { Autism },
                            howpublished = { \url{ https://universe.roboflow.com/autism-4pzi5/autism-v5wtf-07fod } },
                            url = { https://universe.roboflow.com/autism-4pzi5/autism-v5wtf-07fod },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { oct },
                            note = { visited on 2024-12-08 },
                            }
                        
                    

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