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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, ... 🧠

augmentor

Image augmentation library in Python for machine learning.

awesome-mim

Reading list for research topics in Masked Image Modeling

awesome-ocr

papers about ocr

awesome_lightweight_networks

The implementation of various lightweight networks by using PyTorch. such as：MobileNetV2，MobileNeXt，GhostNet，ParNet，MobileViT、AdderNet，ShuffleNetV1-V2，LCNet，ConvNeXt，etc. ⭐⭐⭐⭐⭐

awesome_prompting_papers_in_computer_vision

A curated list of prompt-based paper in computer vision and vision-language learning.

baidu_photo_spider

爬取百度图片

balanced-dataparallel

这里是改进了pytorch的DataParallel, 用来平衡第一个GPU的显存使用量

caffe

Caffe: a fast open framework for deep learning.

caffe-faster-rcnn--py36-cpu

The origin py-faster-rcnn runs under Python2.7, now we want to run it under python3.6 CPU environment.

caffe_ocr

主流ocr算法研究实验性的项目，目前实现了CNN+BLSTM+CTC架构

can

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

cluster-contrast-reid

convolutional-handwriting-gan

ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation (CVPR20)

coop

Prompt Learning for Vision-Language Models (IJCV'22, CVPR'22)

cpp-learning

crnn_ctc_ocr_tf

Extremely simple implement for CRNN by Tensorflow

ctpn

Detecting Text in Natural Image with Connectionist Text Proposal Network (ECCV'16)

dassl.pytorch

A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.

dcgan_tensorlayer

dcm_to_mhd

a simple project about dcm convert to mhd document

deepmim

deepspeech

A PaddlePaddle ASR toolkit.

docker-deeplearning

#Dockerfile and scripts for pytorch and tensorflow#

docker-ubuntu-vnc-desktop

A Docker image to provide web VNC interface to access Ubuntu LXDE/LxQT desktop environment.

edge-connect

EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212

emu

Emu: An Open Multimodal Generalist

enctc.crnn

Project for Connectionist Temporal Classification with Maximum Entropy Regularization.

eva

EVA Series: Visual Representation Fantasies from BAAI

freetype-py

Python binding for the freetype library