Search Results for author: Juan Terven

Found 5 papers, 2 papers with code

Land Cover Image Classification

1 code implementation17 Jan 2024 Antonio Rangel, Juan Terven, Diana M. Cordova-Esparza, E. A. Chavez-Urbiola

Land Cover (LC) image classification has become increasingly significant in understanding environmental changes, urban planning, and disaster management.

Classification Image Classification +1

Loss Functions and Metrics in Deep Learning

no code implementations5 Jul 2023 Juan Terven, Diana M. Cordova-Esparza, Alfonso Ramirez-Pedraza, Edgar A. Chavez-Urbiola

One of the essential components of deep learning is the choice of the loss function and performance metrics used to train and evaluate models.

A Comprehensive Review of YOLO Architectures in Computer Vision: From YOLOv1 to YOLOv8 and YOLO-NAS

no code implementations2 Apr 2023 Juan Terven, Diana Cordova-Esparza

YOLO has become a central real-time object detection system for robotics, driverless cars, and video monitoring applications.

Object object-detection +1

MUVA: A New Large-Scale Benchmark for Multi-View Amodal Instance Segmentation in the Shopping Scenario

no code implementations ICCV 2023 Zhixuan Li, Weining Ye, Juan Terven, Zachary Bennett, Ying Zheng, Tingting Jiang, Tiejun Huang

To bridge this gap, we propose a new task called Multi-view Amodal Instance Segmentation (MAIS) and introduce the MUVA dataset, the first MUlti-View AIS dataset that takes the shopping scenario as instantiation.

Amodal Instance Segmentation Segmentation +1

Telepresence System based on Simulated Holographic Display

1 code implementation6 Apr 2018 Diana-Margarita Córdova-Esparza, Juan Terven, Hugo Jiménez-Hernández, Ana Herrera-Navarro, Alberto Vázquez-Cervantes Juan-M. García-Huerta

We present a telepresence system based on a custom-made simulated holographic display that produces a full 3D model of the remote participants using commodity depth sensors.

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