On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

169,051 papers · 148 categories

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3 results for “Mask-RCNN”

Lesion Analysis and Diagnosis with Mask-RCNNeess.IV

Mask-RCNN applied to ISIC 2018 lesion tasks.

problem Lesion boundary segmentation, attributes detection, and diagnosis.

method Mask-RCNN applied to ISIC 2018 challenge tasks with a trained model for task 1 and a simple voting procedure for task 3.

result Improved lesion diagnosis accuracy using Mask-RCNN.

Mask-RCNN ISIC 2018 Lesion Segmentation Lesion Attributes Lesion Diagnosis

2018-07-10abs ↗pdf ↗

Detecting Parking Spaces in a Parcel using Satellite Imagescs.CV

Detects parking spaces in parcels using satellite images.

problem Locating parking spaces in urban areas using satellite imagery.

method Used Feature Pyramid based Mask RCNN for localizing parking spaces and vehicles in parking lots.

result Average class accuracy of 97.56% for parking spaces and vehicles.

Parking detection Satellite imagery RCNN Feature Pyramid Mask RCNN

2019-08-28abs ↗pdf ↗

Concatenated Feature Pyramid Network for Instance Segmentationcs.CV

Improves instance segmentation accuracy by integrating low-level features.

problem Low-level features enhance instance localization accuracy.

method Integrates low-level features into all layers of a feature pyramid network.

result Consistent improvement in precision on COCO Dataset.

instance segmentation feature pyramid low-level features Mask RCNN COCO Dataset

2019-03-16abs ↗pdf ↗