Detecting Failure Modes in Image Reconstructions with Interval Neural Network Uncertainty
Cifar-10 Image Reconstruction using Auto-encoder Models
Deterministic systems that reduce compute, data transfer, and operational focused on reducing compute and operational overhead through efficient system design.
Implementation of a Vision-Mamba network, integrating State Space Models (SSM) with a patch-based encoder–decoder for image inpainting, colorization, and denoising. Trained with L1, SSIM, and VGG perceptual losses to preserve both structure and perceptual realism.
CloudVision-AI: An AI-powered satellite image processing system for cloud removal, cloud mask generation, and surface reconstruction using deep learning techniques.Artificial Intelligence Deep Learning Computer Vision Satellite Imagery Remote Sensing Cloud Removal Image Reconstruction Earth Observation CNN AI
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