Modeling Collaborator: Enabling Subjective Vision Classification With Minimal Human Effort via LLM Tool-Use.
Imad Eddine ToubalAditya AvinashNeil Gordon AlldrinJan DlabalWenlei ZhouEnming LuoOtilia StretcuHao XiongChun-Ta LuHoward ZhouRanjay KrishnaAriel FuxmanTom DuerigPublished in: CoRR (2024)
Keyphrases
- classification accuracy
- classification algorithm
- computer vision
- classification method
- decision trees
- pattern recognition
- automatic classification
- benchmark datasets
- classification scheme
- support vector machine
- cross validation
- class labels
- support vector machine svm
- real time
- text classification
- image classification
- feature vectors
- object classification
- classification systems
- image processing
- classification process
- training samples
- benchmark data sets
- pattern classification
- modeling method
- predictive modeling
- decision rules
- svm classifier
- model selection
- training set
- preprocessing
- feature extraction
- feature selection
- machine learning
- neural network