Augusto José Peterlevitz Email & Phone Number

State Of São Paulo, Brazil

Campinas, São Paulo, Brazil

Campinas, São Paulo, Brasil

- Research on object detection methods for autonomous drones inspections of electrical energy transmission towers using real and simulated data;- Technical leader of an internal initiative to research Neural Radiance Fields (NERF) and Gaussian Splatting methods;- Technical leader of synthetic data study group, covering topics such as simulators (CARLA, AirSim and IsaacSim), generative and image-to-image translation methods for sim-to-real and image dehazing tasks applied to a vehicle scenario;- Member of study groups covering the topics of depth estimation, 3D reconstruction from RGB images and investigation of 3D object detection using LiDAR data from the autonomous car simulator CARLA;- Elaboration of project proposals to new clients;- Elaboration of roadmaps of the Computer Vision Department of the Institute;- Research on object detection methods for image retrieval in users galleries

Campinas

- Research on deep learning methods for document image enhancement;- Research on image quality assessment methods;- Development of a system to collect human opinion about the visual performance of different deep learning methods for document image enhancement; - Member of a study group with the aim to investigate people tracking methods.

Campinas Area, Brazil

Development of chatbots and integration of optical character recognition and facial recognition technologies through the use of cloud services (Google Cloud Vision and Amazon Rekoginition).

Master Of Sciences, Applied Physics

Analysis of magnetic resonance spectroscopy data using machine learning in an attempt to assist the pharmacoresistance prediction.

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