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First Data Challenge in 2024
In this post I want to highlight the first data challenge in 2024 from the Ocean Protocol.
This challenge harnesses #artificialintelligence's capabilities to improve road safety and comprehend traffic accident dynamics. It calls upon a varied group of participants, such as #data scientists, scholars, and learners, to explore a detailed and extensive dataset. The goal is to extract valuable insights and create predictive models that could assist in understanding the factors behind road traffic incidents in Catalunya.
If you are a talented and ambitious #developer, this event is just for you. You have the opportunity not only to have a hand in creating more advanced and useful technologies, but also to earn rewards; new #OCEAN never hurt.
What is your mission?
To unearth critical insights and develop predictive models that can provide real-world solutions for reducing traffic accidents and enhancing road safety.
Participants are anticipated to create a precise and resilient #AI model that can forecast the probability and severity of road accidents in various scenarios. Your analysis should uncover essential risk elements and patterns linked to road incidents, offering significant knowledge for decision-makers and key stakeholders.
What about Prizes?
The total prize pool has been increased to $6,500 and 10 winners will be awarded, giving you a greater chance of winning. rewards will be distributed as follows:
1st place will receive $2,000
2nd place $1,5003rd place $1,0004th and 5th places will get $500 each6th through 10th places will each be awarded $200
To qualify for reward prizes and points, participants must score at least 50%.
What will we work with?
This challenge focuses on analyzing a singular dataset that contains structured data about traffic accidents in Catalonia from 2010 to 2021, including collisions, fatalities, and severe injuries. The provided dataset is comprehensive and rich in details, covering multiple aspects of road accidents. For a detailed description, please refer to the provided link. The dataset includes:
Temporal aspects: Year, Date, Weekday Grouping, Hour, and Time Grouping.Location details: Specific Road, Kilometer Marker, Municipality, County, Province, and types of road sections.Nature of the accident: Total number of Victims, Types of Involved Units (such as pedestrians, motorcycles, light/heavy vehicles), and Accident Type.Environmental factors: Weather conditions, Fog, Lighting, Wind, State of the Road Surface, and Visibility.Road attributes: Speed Limits, Road Types, Ownership, Altimetric Layout, Special Lanes, and Traffic Rules.Impact of the accident: Number of Fatalities, Serious and Minor Injuries, Overall Severity, and various influencing factors (like environmental, traffic, and weather conditions).
Submission until 30 Jan 2024 23:59:59 UTC
More detailed information about the conditions, guidelines, and evaluation criteria can be found here - https://desights.ai/challenge/18/0
May luck be with you!
This challenge harnesses #artificialintelligence's capabilities to improve road safety and comprehend traffic accident dynamics. It calls upon a varied group of participants, such as #data scientists, scholars, and learners, to explore a detailed and extensive dataset. The goal is to extract valuable insights and create predictive models that could assist in understanding the factors behind road traffic incidents in Catalunya.
If you are a talented and ambitious #developer, this event is just for you. You have the opportunity not only to have a hand in creating more advanced and useful technologies, but also to earn rewards; new #OCEAN never hurt.
What is your mission?
To unearth critical insights and develop predictive models that can provide real-world solutions for reducing traffic accidents and enhancing road safety.
Participants are anticipated to create a precise and resilient #AI model that can forecast the probability and severity of road accidents in various scenarios. Your analysis should uncover essential risk elements and patterns linked to road incidents, offering significant knowledge for decision-makers and key stakeholders.
What about Prizes?
The total prize pool has been increased to $6,500 and 10 winners will be awarded, giving you a greater chance of winning. rewards will be distributed as follows:
1st place will receive $2,000
2nd place $1,5003rd place $1,0004th and 5th places will get $500 each6th through 10th places will each be awarded $200
To qualify for reward prizes and points, participants must score at least 50%.
What will we work with?
This challenge focuses on analyzing a singular dataset that contains structured data about traffic accidents in Catalonia from 2010 to 2021, including collisions, fatalities, and severe injuries. The provided dataset is comprehensive and rich in details, covering multiple aspects of road accidents. For a detailed description, please refer to the provided link. The dataset includes:
Temporal aspects: Year, Date, Weekday Grouping, Hour, and Time Grouping.Location details: Specific Road, Kilometer Marker, Municipality, County, Province, and types of road sections.Nature of the accident: Total number of Victims, Types of Involved Units (such as pedestrians, motorcycles, light/heavy vehicles), and Accident Type.Environmental factors: Weather conditions, Fog, Lighting, Wind, State of the Road Surface, and Visibility.Road attributes: Speed Limits, Road Types, Ownership, Altimetric Layout, Special Lanes, and Traffic Rules.Impact of the accident: Number of Fatalities, Serious and Minor Injuries, Overall Severity, and various influencing factors (like environmental, traffic, and weather conditions).
Submission until 30 Jan 2024 23:59:59 UTC
More detailed information about the conditions, guidelines, and evaluation criteria can be found here - https://desights.ai/challenge/18/0
May luck be with you!
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