Thien Tran Email & Phone Number

Montreal, Qc, Ca

Montreal, Qc, Ca

Quebec, Canada

Conduct and implement several research projects ranging from computer vision and virtual/augmented reality in which advanced methods of deep learning and AI are applied and integrated. Some selected projects:● Trained the core algorithm for mobile application iPeche for fish classification in Quebec. Trained the classifier with 40K images of 125 species of the river Saint Laurent. The top 1 is 96% with the inference speed of 200ms/image: Tensorflow, TensorJS● Object detection and tracking for interactive game and industrial applications: Tensorflow, Pytorch, JetsonNano, OakD● Object detection, segmentation, model deployement and optimization: TensorRT, Onnx, OpenVino, Docker. ● Images/Lidar processing for forestry and mobile mapping: CNN, PCL, OpenCV, OpenVino● GAN/GenAI : Style transfer, SuperResolution, Stable diffusion, NeRF/GaussianSplatting● Unity: 3D scene generator by voice: NER; 3D model classification, Mesh editing: Cut & segmentation● Sound analysis and monitoring at Port: Working with large data of three years of audio, AIS and dB values at Port to find the correlation and pattern between activities and complaints of habitants: Pytorch, FastAPI, PostgreSQL,GCP,…● Data analysis for biomechanic signals for knee and 2D/3D posture for ergonomie: MoveNet,LSTM, Nodejs, GCP,...

Levis, Quebec

Design and implement several new functions in VXElements:. Mesh processing: alignment, fusion, editing. Surface reconstruction GPU

Doctor Of Philosophy (Phd), Electrical Engineering

Researcher in Computer Vision and Graphics

Master'S Degree, Electrical Engineering

Researcher in Computer Vision

Bachelor Of Science (Bsc), Electrical Engineering

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