On-demand Crowd Image and Video Data Collection TASKUS CONFIDENTIAL | 2 The Challenge Data collection serves as a crucial step for AI model training in computer vision. However, there is a major challenge in collecting enough high-quality, distinct data samples to train AI. Lack of demographic diversity in data such as gender, ethnic origin or age can cause the model to give erroneous results and create discrimination based on these attributes. That’s why we need to look beyond existing datasets to acquire large quantities of annotated training data that can help models function correctly, regardless of the user’s ethnicity, age, or gender. Crowdsourced data collection is a common method to gather unbiased and diverse data for different machine learning models and projects. We at Tas

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