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Samuel's Projects

3d-face-gcns icon 3d-face-gcns

Towards High-Fidelity 3D Face Reconstruction from In-the-Wild Images Using Graph Convolutional Networks, CVPR 2020

ablationstudies icon ablationstudies

Code to reproduce the results in Meyes, Richard, et al. "Ablation Studies in Artificial Neural Networks." arXiv preprint arXiv:1901.08644 (2019).

acf icon acf

Aggregated Channel Feature object detection in C++ and OpenGL ES 2.0 based on https://github.com/pdollar/toolbox

adabound icon adabound

An optimizer that trains as fast as Adam and as good as SGD.

advsemiseg icon advsemiseg

Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018

afa icon afa

PyTorch implementation for "Towards Effective Deep Transfer via Attentive Feature Alignment" (NN2021)

ailia-models icon ailia-models

The collection of pre-trained, state-of-the-art AI models for ailia SDK

aimet icon aimet

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

airs icon airs

Atamai Image Registration and Segmentation

aisp icon aisp

AI Image SIgnal Processing - AIM 2022 Reversed ISP Challenge @ ECCV, Model-Based Image Signal Processors via Learnable Dictionaries (AAAI 22)

algoxy icon algoxy

Book of Elementary Algorithms and Data structures

alphapose icon alphapose

Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System

alphatree-graphic-deep-neural-network icon alphatree-graphic-deep-neural-network

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN),图神经网络(GNN),NLP,大数据相关的发展路书(roadmap), 并附海量源码(python,pytorch)带大家消化基本知识点,突破面试,完成从新手到合格工程师的跨越,其中深度学习相关论文附有tensorflow caffe官方源码,应用部分含推荐算法和知识图谱

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