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annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

asff

yolov3 with mobilenet v2 and ASFF

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

attention-module

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

awesome-chatgpt

ChatGPT资料汇总学习，持续更新......

awesome-generative-deep-art

References of Generative Deep Learning tools, works, models, etc.

awesome-vit

awesome-yolo-object-detection

🔥🔥🔥 A collection of some awesome public YOLO object detection series projects.

borderdet

BorderDet: Border Feature for Dense Object Detection(ECCV2020 Oral)

can

When Counting Meets HMER: Counting-Aware Network for Handwritten Mathematical Expression Recognition (ECCV’2022 Poster).

centernet

Object detection, 3D detection, and pose estimation using center point detection:

channel-distillation

PyTorch implementation for Channel Distillation

clashx-v2ray-topfreeproxy

Top free VPN (ClashX & V2Ray proxy) with subscription links. [免费VPN、免费梯子、免费科学上网、免费订阅链接、免费节点、精选、ClashX & V2Ray 教程]

cnocr

CnOCR: Awesome Chinese/English OCR toolkits based on PyTorch/MXNet, It comes with 20+ well-trained models for different application scenarios and can be used directly after installation. 【基于 PyTorch/MXNet 的中文/英文 OCR Python 包。】

cocoapi

Contains the "pycocotools" package on PyPI. Changes made to the official cocoapi about packaging.

comparxiv

Compare two version of an arXiv preprint with a single command.

crnn_ctc_ocr_tf

Extremely simple implement for CRNN by Tensorflow

crosskd

CrossKD: Cross-Head Knowledge Distillation for Dense Object Detection

cv_interview

I hope this repo can help you a lot!

cvpods

All-in-one Toolbox for Computer Vision Research.

cvt

This is an official implementation of CvT: Introducing Convolutions to Vision Transformers.

damo-yolo

DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement.

data-science-competition

该仓库用于记录和定期提供各大数据科学竞赛的赛事消息和原创baseline，思路分享以及博主的一些竞赛心得和学习资料等. 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

db

A PyToch implementation of "Real-time Scene Text Detection with Differentiable Binarization".

db-tf

A Tensorflow implementation of "Real-time Scene Text Detection with Differentiable Binarization"

dbnet-tensorrt

自然场景检测DBNet网络的tensorrt版本

dbnet.pytorch

A pytorch re-implementation of Real-time Scene Text Detection with Differentiable Binarization

deep-finance

Datasets, papers and books on AI & Finance.

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06