JohnTang93

JohnTang93

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JohnTang93's repositories

AdversarialNetsPapers

The classical papers and codes about generative adversarial nets

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Augmentor

Image augmentation library in Python for machine learning.

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awesome-ocr

papers about ocr

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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

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deepfakes_faceswap

from deekfakes' faceswap: https://www.reddit.com/user/deepfakes/

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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scutjy2015@163.com 版权所有,违权必究 Tan 2018.06

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Detectron

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

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External-Attention-pytorch

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

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imgaug

Image augmentation for machine learning experiments.

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interview

2020秋招 计算机视觉算法岗面经整理——包含实习和校招等 内推整理

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LearningNote

C++和Linux学习笔记

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LeetCodeAnimation

Demonstrate all the questions on LeetCode in the form of animation.(用动画的形式呈现解LeetCode题目的思路)

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machine_learning_basics

Plain python implementations of basic machine learning algorithms

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mAP

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

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MathsDL-spring18

Topics course Mathematics of Deep Learning, NYU, Spring 18

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netron

Visualizer for neural network, deep learning and machine learning models

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pix2pixHD

Synthesizing and manipulating 2048x1024 images with conditional GANs

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PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

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pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

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PyTorchTricks

Some tricks of pytorch... :star:

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SceneTextPapers

Tracking the latest progress in Scene Text Detection and Recognition: Must-read papers well organized

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SynthText

Code for generating synthetic text images as described in "Synthetic Data for Text Localisation in Natural Images", Ankush Gupta, Andrea Vedaldi, Andrew Zisserman, CVPR 2016.

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Text-Image-Augmentation

Geometric Augmentation for Text Image

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TFRecord-Dataset-API

Examples about How to import data from tfrecord files using dataset API.

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the-art-of-command-line

Master the command line, in one page

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the-gan-zoo

A list of all named GANs!

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unilm

UniLM - Unified Language Model Pre-training

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VoTT

Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.

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YOLO2COCO

A set of tools for converting a darknet dataset to COCO format working with YOLOX

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