Anh TuanIntroduction to QuantizationIn this post, I’ll introduce an overview of neural network quantization, one method for reducing the size of deep learning models.May 21May 21
Anh TuanPaper Review: “RepVGG: Making VGG-style ConvNets Great Again”In this article, I’ll review RepVGG which is a simple but powerful architecture of convolutional neural networks. By using the…Jan 15, 2023Jan 15, 2023
Anh TuanPaper Review: “DeepWalk: Online Learning of Social Representations”In this post, I’ll review DeepWalk, an approach for node embeddings.Jul 24, 2022Jul 24, 2022
Anh TuanTutorial: OCR with PaddleOCR (PP-OCR)In this post, I will test PP-OCR system for the optical character recognition system.Jun 20, 20221Jun 20, 20221
Anh TuanPaper Review: “MLP-Mixer: An all-MLP Architecture for Vision”In this article, I’ll review MLP-Mixer, a network based on multi-layer perceptrons (MLPs) only (no CNNs, no attention). MLP-Mixer attains…Jun 13, 2022Jun 13, 2022
Anh TuanPaper Review: “PP-OCR: A Practical Ultra Lightweight OCR System” — Part IIIn this post, I’ll review PP-OCR which is a practical ultra-lightweight OCR system and can be easily deployed on edge devices such as…May 22, 2022May 22, 2022
Anh TuanPaper Review: “PACT: Parameterized clipping activation for quantized neural networks”In this post, I’ll review PACT — a novel quantization scheme for activations during training. In the experiments, the authors show that…May 15, 2022May 15, 2022
Anh TuanReview Paper: “PP-OCR: A Practical Ultra Lightweight OCR System” — Part IIn this post, I’ll review PP-OCR which is a practical ultra-lightweight OCR system and can be easily deployed on edge devices such as…Apr 18, 2022Apr 18, 2022
Anh TuanPaper Review: “Instance-aware Image Colorization”In this article, I will review an instance-aware colorization method.Mar 21, 2022Mar 21, 2022
Anh TuanPaper Review: “Fast Single Image Reflection Suppression via Convex Optimization”In this post, I will review an image processing algorithm which is a convex model to suppress the reflection from a single input image.Mar 7, 2022Mar 7, 2022