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rmcdonald072
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Join date: May 15, 2025
Posts (8)
May 21, 2025 ∙ 1 min
Synthetic Medical Images for Robust, Privacy-Preserving Training of Artificial Intelligence: Application to Retinopathy of Prematurity Diagnosis
This study uses progressively growing GANs (PGANs) to generate synthetic retinal vessel maps (RVMs) for training convolutional neural...
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May 21, 2025 ∙ 1 min
Combining Synthetic Images and Deep Active Learning: Data-Efficient Training of an Industrial Object Detection Model
This paper combines synthetic images generated via physics-based rendering with deep active learning for industrial object detection. The...
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May 21, 2025 ∙ 1 min
Use of Synthetic Images for Training a Deep Learning Model for Weed Detection and Biomass Estimation in Cotton
This study investigates the use of synthetic images to train a convolutional neural network (Mask R-CNN) for weed detection and...
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