Advanced Image Classifier for Adult Content
Budget: $250 – $750 USD
I have approximately 10,000 images that need to be classified into 5 categories: ethnicity, hair type, physical attributes, body type, and a general category called misc. I need a model that is flexible, can handle images that may fit into multiple categories, and is reusable for future images as our database grows.
Key areas that will require attention are:
- The 'misc' category: The model should consider clothing aspects of the image.
- Hair type classification: The model should be attuned to the color of the hair.
- Body type classification: the model should consider athletic, curvy and petite as a baseline.
I am interested in finding someone with strong experience in image categorization in nuanced settings using machine learning techniques. Experience working with content specifically for adult creator comparison sites would be a bonus, as it could present unique challenges. An understanding of cultural and stylistic differences as well, may be beneficial for this task.
Your task would be not just to create the model, but also to provide guidelines on how it could be expanded or adjusted in the future, if our needs change. We are passionate about precision and reliability, and these will form the key deliverables for this project. We're willing to invest in a second stage of the development to either increase accuracy or add more categories / tags per category.
Key areas that will require attention are:
- The 'misc' category: The model should consider clothing aspects of the image.
- Hair type classification: The model should be attuned to the color of the hair.
- Body type classification: the model should consider athletic, curvy and petite as a baseline.
I am interested in finding someone with strong experience in image categorization in nuanced settings using machine learning techniques. Experience working with content specifically for adult creator comparison sites would be a bonus, as it could present unique challenges. An understanding of cultural and stylistic differences as well, may be beneficial for this task.
Your task would be not just to create the model, but also to provide guidelines on how it could be expanded or adjusted in the future, if our needs change. We are passionate about precision and reliability, and these will form the key deliverables for this project. We're willing to invest in a second stage of the development to either increase accuracy or add more categories / tags per category.