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smith.fly's Projects

30min_guides icon 30min_guides

覃健祥的学习笔记,各种几十分钟入门的文档

4dlut icon 4dlut

[TIP'23] 4D LUT: Learnable Context-Aware 4D Lookup Table for Image Enhancement

adversarial icon adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

aesthetic-emotion-dataset icon aesthetic-emotion-dataset

IAE Dataset, produced by Chaoran Cui, Zhen Shen, Jun Yu. A large scale dataset to facilitate multi-task learning for unified image aesthetics and emotion prediction.

aestheticassessment icon aestheticassessment

A simple structure and implementation of photo quality assessment from aesthetic point of view. Implemented in 2015.

aesthetics icon aesthetics

Image Aesthetics Toolkit - includes Fisher Vector implementation, AVA (Image Aesthetic Visual Analysis) dataset and fast multi-threaded downloader

ai_challenger icon ai_challenger

AI Challenger, a platform for open datasets and programming competitions to artificial intelligence (AI) talents around the world.

ai_challenger_2018 icon ai_challenger_2018

AI Challenger, a platform for open datasets and programming competitions to artificial intelligence (AI) talents around the world. https://challenger.ai/

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

apollo icon apollo

An open autonomous driving platform

auto-gpt icon auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

ava-mlsp icon ava-mlsp

MLSP feature learning for the AVA aesthetics database

ava_downloader icon ava_downloader

:arrow_double_down: Script to download AVA database from the website (A Large-Scale Database for Aesthetic Visual Analysis)

awesome-backbones icon awesome-backbones

Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project

awesome-gcn icon awesome-gcn

resources for graph convolutional networks (图卷积神经网络相关资源)

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