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huyen-spec's Projects

apd

Attribute-aware Pedestrian Detection in a Crowd

attention-cnn

Source code for "On the Relationship between Self-Attention and Convolutional Layers"

attention-module

Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"

attentionimageclass

Multi-label Image Recognition by Recurrently Discovering Attentional Regions (Pytorch implementation)

awesome-few-shot-object-detection

blur-kernel-space-exploring

Exploring Image Deblurring via Blur Kernel Space (CVPR'21)

caffe-deep-metric-learning-cvpr16

Caffe extension submodule for Deep Metric Learning via Lifted Structured Feature Embedding

coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

covid-19_xray_classifier

Demo diagnosis tools for Covid-19 Chest Xray

cpm

Lipstick ain't enough: Beyond Color-Matching for In-the-Wild Makeup Transfer (CVPR 2021)

cuda-tensorrt-easy-install-guide

If you ever find installing CUDA, CUDNN and TensorRT to be a pain in the @SS, here is the guide for you. Dummy-proof method to install TensorRT and CUDA/CUDNN.

deep-learning-for-medication-recognition

Summer Engineering Research Internship - Project on using deep learning to recognize medications.

deep-ranking

Learning Fine-grained Image Similarity with Deep Ranking is a novel application of neural networks, where the authors use a new multi scale architecture combined with a triplet loss to create a neural network that is able to perform image search. This repository is a simplified implementation of the same