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Python 112 9 Updated Apr 21, 2021

基于pytorch的ocr算法库,包括 psenet, pan, dbnet, sast , crnn

C++ 683 133 Updated May 19, 2021

Nvidia Semantic Segmentation monorepo

Python 1,790 390 Updated Jul 26, 2021

Text recognition (optical character recognition) with deep learning methods, ICCV 2019

Jupyter Notebook 3,837 1,121 Updated Mar 4, 2024

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

4,335 691 Updated Nov 9, 2024

pytorch tutorial for beginners

Python 3,016 1,088 Updated Feb 12, 2022

Python Dynamic Mode Decomposition

Python 979 321 Updated Apr 1, 2025

A collection of high-impact and state-of-the-art SR methods

1,874 375 Updated Jun 20, 2023

Build keras models for 9 Tasks in AI-Benchmark: Object Detection: Mobile-v2, Inception-v3, Face Recognition: Inception-Resnet-v1, Super Resolution: SRCNN, VDSR, SRGAN, Resnet-12+GAN, and Semantic S…

Python 15 4 Updated May 3, 2019

Human segmentation models, training/inference code, and trained weights, implemented in PyTorch

Jupyter Notebook 566 112 Updated Nov 22, 2022

UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset

Python 1,058 246 Updated Oct 26, 2022

The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919

Python 3,226 689 Updated Nov 17, 2022

unet_keras use image Semantic segmentation

Python 315 25 Updated Jul 17, 2018

A concise code for training and evaluating Unet using tensorflow+keras

Python 189 72 Updated Mar 6, 2019

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

Jupyter Notebook 28,713 12,980 Updated Jun 13, 2024

A brief tensorflow implementation about UNet.

Python 27 9 Updated Nov 14, 2020

This project is a tool to build CheXNet-like models, written in Keras.

Python 296 150 Updated Nov 22, 2022

pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行

Jupyter Notebook 20,861 5,429 Updated Jul 25, 2024

ThunderGBM: Fast GBDTs and Random Forests on GPUs

C++ 697 88 Updated Mar 19, 2025

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

Python 26,338 5,446 Updated Nov 20, 2023

unet for image segmentation

Jupyter Notebook 99 56 Updated Jul 12, 2018

Get started with Semantic Segmentation based on Keras, including FCN32/FCN8/SegNet/U-Net

Python 166 55 Updated May 23, 2020

Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.

Python 2,965 1,167 Updated May 12, 2024

Complete YOLO v3 TensorFlow implementation. Support training on your own dataset.

Python 1,554 576 Updated Sep 16, 2022

Minimal PyTorch implementation of YOLOv3

Python 7,389 2,626 Updated Nov 17, 2024

Full implementation of YOLOv3 in PyTorch

Python 633 190 Updated Dec 31, 2019

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

7,459 1,941 Updated Dec 17, 2022

SNIPER / AutoFocus is an efficient multi-scale object detection training / inference algorithm

Python 2,687 446 Updated Aug 22, 2021

Keras implementation of yolo v3 object detection.

Python 604 267 Updated Sep 26, 2022
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