I have a PhD degree with a research focus on the optimization of deep learning methods for computer vision. 6+ years of work experience in the industry, developed AI-based tools that are used by millions. Author of the patent. Published papers in the highest-ranked conferences and journals like ICCV and TNNLS.
✅Successfully accomplished projects: - Real-Time Semantic Segmentation, - Single Image Super-Resolution for Graphical Content, - Image Classification on Large Datasets, - Anomaly Detection, - Real-Time Object Detection, - Model Compression, Optimisation for Speed and Memory - Design of a Distributed Training Framework
✅Framework/Libraries and more: Pytorch, Tensorflow, scikit-learn, OpenCV, PIL, scikit-image, numpy, matplotlib, python Git, Linux, AWS Sagemaker, LaTex
✅Deep Learning Models: ResNet, VGG, MobileNet, YOLO, U-Net, RCNN, Mask RCNN, SSDs, Vision Transformers, GAN, VAE, etc.
我拥有博士学位,研究重点是计算机视觉深度学习方法的优化。 6年以上行业工作经验,开发了数百万人使用的基于人工智能的工具。 专利作者。 在ICCV、TNLS等排名最高的会议和期刊上发表论文。
✅成功完成的项目: - 实时语义分割, - 图形内容的单图像超分辨率, - 大数据集上的图像分类, - 异常检测, - 实时对象检测, - 模型压缩,速度和内存优化 - 分布式训练框架的设计
✅框架/库等:Pytorch、Tensorflow、scikit-learn、OpenCV、PIL、scikit-image、numpy、matplotlib、python Git、Linux、AWS Sagemaker、LaTex
✅深度学习模型:ResNet、VGG、MobileNet、YOLO、U-Net、RCNN、Mask RCNN、SSD、Vision Transformers、GAN、VAE 等。
Published on 10 February 2023 at 05:39
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