Tony ShinGenerating iPhone13 mini cases using StyleGAN2-ADAIt’s always fun to create something interesting using a deep learning model. I came across the PyTorch implementation of StyleGAN2-ADA…Jan 8, 2022Jan 8, 2022
Tony ShininTowards Data ScienceEfficientDet: Scalable and Efficient Object Detection ReviewGoogle Brain team recently published another object detection paper based on their preview work, EfficientNet. The authors of the paper…Nov 28, 20191Nov 28, 20191
Tony ShininTowards Data ScienceCenterNet Keypoint Triplets for Object Detection ReviewThe CenterNet paper is a follow-up to the CornerNet. The CornerNet uses a pair of corner key-points to overcome the drawbacks of using…Nov 20, 20191Nov 20, 20191
Tony ShininThe StartupFreezing and Calculating FLOPS in TensorflowKnowing how many FLOPS your model takes is important when designing a model. In this post, we’ll learn how to freeze and calculate the…Nov 20, 20193Nov 20, 20193
Tony ShininTowards Data ScienceTridentNet ReviewTridentNet is a network proposed to solve scale variation problems in object detection.Nov 20, 2019Nov 20, 2019
Tony ShininTowards Data ScienceCBNet: A Novel Composite Backbone Network Architecture for Object Detection ReviewAs of today, the object detection network that performs best on the COCO dataset is CBNet, having an average precision of 53.3 on the COCO…Nov 20, 2019Nov 20, 2019
Tony ShininTowards Data ScienceGCNet: Non-local Network Meets Squeeze-Excitation Network and Beyond ReviewBefore getting into the GCNet, we first need to understand two networks: Non-local Networks and Squeeze-Excitation Networks. We will not…Nov 20, 2019Nov 20, 2019
Tony ShinGlobally and Locally Consistent Image Completion NetworkThe paper which will be discussed in this post is Globally and Locally Consistent Image Completion. The paper was written by the…Aug 14, 2019Aug 14, 2019