Music/Portfolio
A glimpse into my journey of making music, beats, and experimenting with hip-hop.
Posts by Collection
portfolio
Portfolio
My Portfolio
publications
Pine Wilt Disease Segmentation with Deep Metric Learning Species Classification for Early-Stage Disease and Potential False Positive Identification
Published in Electronics, MDPI, 2024
This study introduces a method for Pine Wilt Disease detection using drone orthomapped images. YOLOv8 segments diseased areas, followed by cropping regions with context for classification via Deep Metric Learning. A ResNet50 model with semi-hard triplet loss generates embeddings, and a Random Forest classifier identifies tree species and reduces false positives, outperforming multi-class segmentation.
Dual-Path Beat Tracking: Combining Temporal Convolutional Networks and Transformers in Parallel
Published in Applied Sciences, MDPI, 2024
This study combined TCN and Roformer parallelu, to introduce inductive bias in the transformer model and improve the predictions while also reducing the parameters, the number of layers of transformer and associated parameters could be used as TCN is lightweight and provides decent results independently.
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.