Geoview: Intelligent Interpretation Tool for Remote Sensing Image

Lidong Lu, Lingming Cao, Bokun Yi, Manhui Lin. *in no particular order

Code Press

• GeoView is an open-source remote sensing image intelligent interpretation tool based on PaddleRS. It is designed to enable rapid deployment of deep learning models in the field of remote sensing on web platforms. GeoView provides pre-trained models for a variety of tasks, including change detection, scene classification, object detection, image restoration, and land cover classification. Since its open-source release, it has received 152⭐️ on GitHub.

LLM-based Intelligent Resume Parsing System

Lidong Lu, Wuguang Ni, Haoru Li, Xiaoying Wang. *in no particular order

• The core parsing algorithm is based on the ChatGLM2-6B model, and it leverages P-Tuning V2 for efficient fine-tuning on a dataset of over a thousand resume parsing samples. This process allows the general model to better adapt to downstream tasks involving common parsing fields. For custom parsing fields, the algorithm uses in-context learning, injecting domain knowledge into the model’s context through prompts to enhance the LLM’s ability to parse unknown fields.