This repository provides the code and model checkpoints for AIMv1 and AIMv2 research projects.

A PyTorch implementation of "MetaFormer: A Unified Meta Framework for Fine-Grained Recognition". A reference PyTorch implementation of “CoAtNet: Marrying Convolution and Attention for All Data Sizes”

Open source deep learning based fine-grained image recognition toolbox built on PyTorch🔥

Awesome Fine-Grained Image Classification

PyTorch custom dataset APIs -- CUB-200-2011, Stanford Dogs, Stanford Cars, FGVC Aircraft, NABirds, Tiny ImageNet, iNaturalist2017

6th Place Solution to iNat Challenge 2021: 10,000 Species Recognition Challenge with iNaturalist Data

Hiera: A fast, powerful, and simple hierarchical vision transformer.

CNN training code for iNaturalist 2018 image classification competition

JavaScript package for iNaturalist.org. Supports CRUD for iNat data.

Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning. CVPR 2018

Some code to visualize your iNaturalist data.

昆虫识别 (Insect Recognition)

The official PyTorch implementation of paper BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition

杭州登山地图收集

Utility functions and common patterns for MobX

An enterprise-class UI design language and React UI library

2D layout algorithms for visualizing hierarchical data.

Google's common JavaScript library

Clipboard extension app for macOS.

Simple wrapper for cross-browser usage of the JavaScript Fullscreen API

🚀1K tiny & fast lib for doing addition, subtraction, multiplication and division operations precisely

🐜前端面试复习笔记

a tool for saving or converting canvas as img

Cross-browser QRCode generator for javascript

qr code generator

Download binaries for ffmpeg, ffprobe, ffserver and ffplay (cross-platform)

A fluent API to FFMPEG (http://www.ffmpeg.org)

数字转中文（大写，小写）数字，金额。

The 3rd edition of course.fast.ai

📊 Cube Core is open-source semantic layer for AI, BI and embedded analytics