Ethan Yanjia LiinTowards Data Science12 Papers You Should Read to Understand Object Detection in the Deep Learning EraA quick walkthrough of the best object detection papers in a decade to help you learn more advanced computer vision24 min read·Aug 10, 2020--1--1
Ethan Yanjia LiinTowards Data Science10 Papers You Should Read to Understand Image Classification in the Deep Learning EraA quick walkthrough of the best papers for image classification in a decade to jump start your learning of computer vision19 min read·Aug 1, 2020--1--1
Ethan Yanjia LiinTowards Data ScienceWitnessing the Progression in Semantic Segmentation: DeepLab Series from V1 to V3+Get on a journey to understand how DeepLab evolved over time and pushed the boundaries of semantic segmentation.15 min read·Jul 4, 2020--3--3
Ethan Yanjia LiinTowards Data ScienceHuman Pose Estimation with Stacked Hourglass Network and TensorFlowUnderstand the core design of the classic pose estimation network and learn to code it in TF 212 min read·Mar 14, 2020--5--5
Ethan Yanjia LiinTowards Data ScienceDive Really Deep into YOLO v3: A Beginner’s GuideA detailed review and hands-on implementation of YOLO v3 in TensorFlow 2 for beginners.20 min read·Dec 30, 2019--20--20
Ethan Yanjia LiGender Swap and CycleGAN in TensorFlow 2.0Learn to use a Generative Adversarial Network to build the most popular Snapchat lens.13 min read·May 30, 2019----
