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ML-NLP

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

aesthetics

Image Aesthetics Toolkit - includes Fisher Vector implementation, AVA (Image Aesthetic Visual Analysis) dataset and fast multi-threaded downloader

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

deep_ctr

deep_neural_networks_for_youtube_recommendations

根据deep_neural_networks_for_youtube_recommendations文章用tensorflow搭建dnn，然后用org.tensorflow加载模型并用spark预测

EAST

A tensorflow implementation of EAST text detector

examples

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

Google-Landmark-Recognition-2021

Google Landmark Recognition 2021 Kaggle image classification competition. Solution using transfer learning and ArcFace loss function.

image-segmentation-keras

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

kaggle-landmark-2021-1st-place

kaggle-landmark-recognition-2020-1st-place

mmdetection

OpenMMLab Detection Toolbox and Benchmark

ModelArts-Lab

ModelArts-Lab是示例代码库。更多AI开发学习交流信息，请访问华为云AI开发者社区：huaweicloud.ai

NCE-loss

Tensorflow NCE loss in Keras

Paper-List

A reading paper list which is mainted daily

PerceptualSimilarity

Learned Perceptual Image Patch Similarity (LPIPS) metric and Berkeley-Adobe Perceptual Patch Similarity (BAPPS) dataset. In CVPR, 2018.

pyFM

Factorization machines in python

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-fcn

PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

PyTorch_Practice

这是我学习 PyTorch 的笔记对应的代码，点击查看 PyTorch 笔记在线电子书

sciblog_support

Support content for my blog

t

tensorflow-triplet-loss

Implementation of triplet loss in TensorFlow

transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

U-Net-Demo

U-Net图像分割练习题两则

UnifiedEmbeddingModel

Implementation of unified embedding model from Embedding-based Retrieval in Facebook Search.

wavenet

Keras WaveNet implementation

will-people-like-your-image

Image Aesthetics Estimation (WACV18)

yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite