SAFL: A Self-Attention Scene Text Recognizer with Focal Loss

Last update: Aug 24, 2022

Related tags

Overview

SAFL: A Self-Attention Scene Text Recognizer with Focal Loss

This repository implements the SAFL in pytorch.

Installation

conda env create -f environment.yml
conda install pytorch==1.2.0 torchvision==0.4.0 cudatoolkit=10.0 -c pytorch

Train

bash scripts/stn_att_rec.sh

Test

You can test with .lmdb files by

bash scripts/main_test_all.sh

Or test with single image by

bash scripts/main_test_image.sh

Data preparation

We give an example to construct your own datasets. Details please refer to tools/create_svtp_lmdb.py.

Citation

If you find this project helpful for your research, please cite the following papers:

Owner

GitHub Repository

Codes for "CSDI: Conditional Score-based Diffusion Models for Probabilistic Time Series Imputation"

CSDI This is the github repository for the NeurIPS 2021 paper "CSDI: Conditional Score-based Diffusion Models for Probabilistic Time Series Imputation

106 Jan 04, 2023

Pytorch implementation of FlowNet by Dosovitskiy et al.

FlowNetPytorch Pytorch implementation of FlowNet by Dosovitskiy et al. This repository is a torch implementation of FlowNet, by Alexey Dosovitskiy et

762 Jan 02, 2023

SAS output to EXCEL converter for Cornell/MIT Language and acquisition lab

CORNELLSASLAB SAS output to EXCEL converter for Cornell/MIT Language and acquisition lab Instructions: This python code can be used to convert SAS out

2 Jan 26, 2022

Semantic Image Synthesis with SPADE

Semantic Image Synthesis with SPADE New implementation available at imaginaire repository We have a reimplementation of the SPADE method that is more

7.3k Jan 07, 2023

yolox_backbone is a deep-learning library and is a collection of YOLOX Backbone models.

YOLOX-Backbone yolox-backbone is a deep-learning library and is a collection of YOLOX backbone models. Install pip install yolox-backbone Load a Pret

21 Dec 28, 2022

Official implementation of Self-supervised Graph Attention Networks (SuperGAT), ICLR 2021.

SuperGAT Official implementation of Self-supervised Graph Attention Networks (SuperGAT). This model is presented at How to Find Your Friendly Neighbor

127 Dec 28, 2022

This is the official Pytorch implementation of the paper "Diverse Motion Stylization for Multiple Style Domains via Spatial-Temporal Graph-Based Generative Model"

Diverse Motion Stylization (Official) This is the official Pytorch implementation of this paper. Diverse Motion Stylization for Multiple Style Domains

28 Dec 16, 2022

[ECCV2020] Content-Consistent Matching for Domain Adaptive Semantic Segmentation

[ECCV20] Content-Consistent Matching for Domain Adaptive Semantic Segmentation This is a PyTorch implementation of CCM. News: GTA-4K list is available

88 Aug 25, 2022

Discover hidden deepweb pages

DeepWeb Scapper Att: Demo version An simple script to scrappe deepweb to find pages. Will return if any of those exists and will save on a file. You s

77 Oct 02, 2022

It is a system used to detect bone fractures. using techniques deep learning and image processing

MohammedHussiengadalla-Intelligent-Classification-System-for-Bone-Fractures It is a system used to detect bone fractures. using techniques deep learni

7 Nov 11, 2022

This project is a loose implementation of paper "Algorithmic Financial Trading with Deep Convolutional Neural Networks: Time Series to Image Conversion Approach"

Stock Market Buy/Sell/Hold prediction Using convolutional Neural Network This repo is an attempt to implement the research paper titled "Algorithmic F

136 Dec 28, 2022

Catbird is an open source paraphrase generation toolkit based on PyTorch.

Catbird is an open source paraphrase generation toolkit based on PyTorch. Quick Start Requirements and Installation The project is based on PyTorch 1.

5 Dec 15, 2022

Google Brain - Ventilator Pressure Prediction

Google Brain - Ventilator Pressure Prediction https://www.kaggle.com/c/ventilator-pressure-prediction The ventilator data used in this competition was

1 Feb 11, 2022

This is my research project for the Irving Center for Cancer Dynamics/Azizi Lab, Columbia University.

bayesian_uncertainty This is my research project for the Irving Center for Cancer Dynamics/Azizi Lab, Columbia University. In this project I build a s

1 Feb 13, 2022

Reinforcement Learning Theory Book (rus)

206 Nov 27, 2022

Shuffle Attention for MobileNetV3

SA-MobileNetV3 Shuffle Attention for MobileNetV3 Train Run the following command for train model on your own dataset: python train.py --dataset mnist

36 Dec 28, 2022

KAPAO is an efficient multi-person human pose estimation model that detects keypoints and poses as objects and fuses the detections to predict human poses.

KAPAO (Keypoints and Poses as Objects) KAPAO is an efficient single-stage multi-person human pose estimation model that models keypoints and poses as

664 Dec 30, 2022

SAFL: A Self-Attention Scene Text Recognizer with Focal Loss

Related tags

Overview

SAFL: A Self-Attention Scene Text Recognizer with Focal Loss

Installation

Train

Test

Data preparation

Citation

Owner

Codes for "CSDI: Conditional Score-based Diffusion Models for Probabilistic Time Series Imputation"

Pytorch implementation of FlowNet by Dosovitskiy et al.

SAS output to EXCEL converter for Cornell/MIT Language and acquisition lab

Semantic Image Synthesis with SPADE

yolox_backbone is a deep-learning library and is a collection of YOLOX Backbone models.

Official implementation of Self-supervised Graph Attention Networks (SuperGAT), ICLR 2021.

This is the official Pytorch implementation of the paper "Diverse Motion Stylization for Multiple Style Domains via Spatial-Temporal Graph-Based Generative Model"

[ECCV2020] Content-Consistent Matching for Domain Adaptive Semantic Segmentation

Discover hidden deepweb pages

It is a system used to detect bone fractures. using techniques deep learning and image processing

This project is a loose implementation of paper "Algorithmic Financial Trading with Deep Convolutional Neural Networks: Time Series to Image Conversion Approach"

Catbird is an open source paraphrase generation toolkit based on PyTorch.

Google Brain - Ventilator Pressure Prediction

This is my research project for the Irving Center for Cancer Dynamics/Azizi Lab, Columbia University.

Reinforcement Learning Theory Book (rus)

Shuffle Attention for MobileNetV3

KAPAO is an efficient multi-person human pose estimation model that detects keypoints and poses as objects and fuses the detections to predict human poses.

Research code for the paper "How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models"

JFB: Jacobian-Free Backpropagation for Implicit Models

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation