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classifierforcifar10_tensorflow

分类CIFAR10数据的小分类器，为了交作业写的（基于TensorFlow源码），分别使用基础的CNN和ResNet两个网络进行了比对，同时是一个很典型的TensorFlow分类器DEMO

cudastudy

custom-op

Guide for building custom op for TensorFlow

custom_ops

Deformable Convolution Networks(deformable conv2D TF_implementation)

dcgan_tensorflow

通过DCGAN生成动漫人物头像

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，近30万字。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

edsr_wdsr_pytorch

PyTorch version EDSR、WDSR，添加了注释以及使用说明

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

extend_python

C语言扩展Python学习记录

fast-reid

SOTA ReID Methods

google_landmark_retrieval_2021_2nd_place_solution

hgr_v2t

Code accompanying the paper "Fine-grained Video-Text Retrieval with Hierarchical Graph Reasoning".

humpback-whale-identification-1st-

https://www.kaggle.com/c/humpback-whale-identification

imgfastneuralstyletransfer_tensorflow

快速风格迁移学习实践

mask_rcnn

Mask R-CNN on Keras and TensorFlow，个人注释版

mask_rcnn_keypoints

将Mask_RCNN应用于关键点检测，基于TensorFlow和Keras

minideepframe

手动实现mini深度学习框架，主要精力不放在运算优化上，仅体会原理

mmdetection

Open MMLab Detection Toolbox and Benchmark

mmdetection-supervisely-person-datasets

We used mmdetection(mask rcnn) to train supervisely person dataset.

models

Models and examples built with TensorFlow

nn-cuda-example

Several simple examples for popular neural network toolkits calling custom CUDA operators.

pytorch_tutorial

《Pytorch模型训练实用教程》中配套代码

rnnpoet_tensorflow

使用LSTM训练生成古诗模型，其中生成器可以指定生成风格进行输出

semantic-segmentation-suite

Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!

spectrumclassifier

Classify 1d spectrum data

ssd_realization_mxnet

MXNet复现SSD目标检测网络

ssd_realization_tensorflow

基于开源SSD的重构，简化了代码结构

ssd_tensorflow

Single Shot MultiBox Detector in TensorFlow，个人注释版

tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow2.0tutorials

TensorFlow 2.0 Tutorials and Examples, CNN, RNN, GAN tutorials, etc. TF 2.0 版 入门实战案例教程