Undergraduate Research Assistant – NSF-REU on Collaborative Human-Robot Interaction (University of Nevada, Reno)
ImageClassification
I developed multi-task convolutional neural networks for multi-label classification and regression to recognize social traits in facial images. The role involved annotating facial images with social trait labels for AI model training. I worked with TensorFlow to create datasets with labeled image features for training and evaluation purposes. • Labeled facial image data for social trait classification
• Used TensorFlow for creating labeled datasets
• Worked on multi-label and multi-output regression problems
• Focused on improving model accuracy through data quality
I developed multi-task convolutional neural networks for multi-label classification and regression to recognize social traits in facial images. The role involved annotating facial images with social trait labels for AI model training. I worked with TensorFlow to create datasets with labeled image features for training and evaluation purposes. • Labeled facial image data for social trait classification • Used TensorFlow for creating labeled datasets • Worked on multi-label and multi-output regression problems • Focused on improving model accuracy through data quality
2019 - 2019