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John Krafcik's Projects

cream icon cream

This is a collection of our NAS and Vision Transformer work.

cs-notes icon cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++

darts icon darts

Differentiable architecture search for convolutional and recurrent networks

data-science-competition icon data-science-competition

该仓库用于记录作者本人参加的各大数据科学竞赛的获奖方案源码以及一些新比赛的原创baseline. 主要涵盖:kaggle, 阿里天池,华为云大赛校园赛,百度aistudio,和鲸社区,datafountain等

decord icon decord

An efficient video loader for deep learning with smart shuffling that's super easy to digest

easy_detection icon easy_detection

一个简单方便的目标检测框架(PyTorch环境可直接运行,不需要cuda编译),支持Faster_RCNN、Yolo系列(v2~v5)、EfficientDet、RetinaNet、Cascade-RCNN等经典网络。

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

external-attention-pytorch icon external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

few-nerd icon few-nerd

Code and data of ACL 2021 paper "Few-NERD: A Few-shot Named Entity Recognition Dataset"

firenet-pytorch icon firenet-pytorch

对FireNet: A Specialized Lightweight Fire & Smoke Detection Model for Real-Time IoT Applications Arpit(2019)的复现。

focal-loss-pytorch icon focal-loss-pytorch

全中文注释.(The loss function of retinanet based on pytorch).(You can use it on one-stage detection task or classifical task, to solve data imbalance influence).用于one-stage目标检测算法,提升检测效果.你也可以在分类任务中使用该损失函数,解决数据不平衡问题.

focal-transformer icon focal-transformer

Official code for "Focal Self-attention for Local-Global Interactions in Vision Transformers"

generative_mlzsl icon generative_mlzsl

[TPAMI 2021 Under Submission] Generative Multi-Label Zero-Shot Learning

group-cam icon group-cam

Code for paper: Group-CAM: Group Score-Weighted Visual Explanations for Deep Convolutional Networks

hfusion icon hfusion

Multimodal sentiment analysis using hierarchical fusion with context modeling

iccnn icon iccnn

This repository is a pytorch implementation of interpretable compositional convolutional neural networks.

ignite icon ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

labelimg icon labelimg

🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images

leetcode icon leetcode

:pencil: Python / C++ 11 Solutions of All 468 LeetCode Questions

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