Apple’s new AI model recreates 3D objects with realistic lighting effects from a single image

Apple researchers have created an AI model that reconstructs a 3D object from a single image, while keeping light effects consistent across viewing angles.
IEEE

SED++: A Simple Encoder-Decoder for Improved Open-Vocabulary Semantic Segmentation

Abstract: Open-vocabulary semantic segmentation aims to partition an image into distinct semantic regions based on an open set of categories. Existing approaches primarily rely on image-level ...
IEEE

A Multi-Scale Contrast Preserving Encoder-Decoder Architecture for Local Change Detection From Thermal Video Scenes

Abstract: This article presents a new deep-learning architecture based on an encoder-decoder framework that retains contrast while performing background subtraction (BS) on thermal videos. The ...
GitHub

anasseffraoui/SSL-Deforestation-Detection

Applied DINO SSL pretraining on unlabeled Amazon data, then fine-tuned on labeled Cerrado data for deforestation detection. Deforestation_Detection/ │ ├── README.md # This file ├── requirements.txt # ...