Work On Computer Vision Projects

About:

Interests:

Machine Learning and Deep Learning

Computer Vision

Audio Processing

Natural Language Processing

Skill:

- C/C++, Python, Qt, C#, Java, CUDA, OpenCL, SIMD

- Tensorflow, Keras, PyTorch, Caffe2

- CUDA/NEON programming on Jetson TX/Nano/Xavier, Android/iOS, Hi3519 and Freescale iMX, TensorRT, MediaPipe

- Git, Jira, BitBucket, SVN

- PostgresDB, MySQL, MongoDB

- Windows, Mac OS, AWS, Embedded Linux

- super-resolution, noise removal, RTSP streaming, OpenCV, GStreamer, Deepstream SDK, camera calibration, multi-camera systems and real-time video processing, real-time 3D visualization/graphics programming

- Yolo, Resnet50, RetinaNet, EfficientNet, Faster-RCNN, Mask-RCNN, SSD-MobileNet,  MobileDet, Siamese network

- ArcFace loss, Triplet loss, MobileFaceNet, VarGFaceNet, BlazeFace

- KCF, Kalman filter, DeepSort, Tracktor++, FairMOT

Experiences:

large scale face clustering & search & recognition

people surveillance system

license plate recognition

vehicle surveillance system

object detection & tracking

human pose estimation

super resolution

optimization of algorithm and deep neural network model

Reviews

: : : : :