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artificial-intelligence

Awesome Artificial Intelligence Projects

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

centernet

Object detection, 3D detection, and pose estimation using center point detection:

chinesenlpcorpus

中文自然语言处理数据集，平时做做实验的材料。欢迎补充提交合并。

cocoapi

COCO API - Dataset @ http://cocodataset.org/

computer-vision

demo

cornernet

cornernet-lite

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

deep_learning_object_detection

A paper list of object detection using deep learning.

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[email protected] 版权所有，违权必究 Tan 2018.06

detectron

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

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

dive-into-machine-learning

Dive into Machine Learning with Python Jupyter notebook and scikit-learn!

dsanet

Decoupled self attention for accurate one stage object detection

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

fssd.pytorch

Pytorch re-implementation of Fssd

gre-review

GRE Review, do the summary by myself

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

insulatordataset

Provide normal insulator images captured by UAVs and synthetic defective insulator images.

keras-retinanet

Keras implementation of RetinaNet object detection.

lite.ai.toolkit

🛠 A lite C++ toolkit of awesome AI models with ONNXRuntime, NCNN, MNN and TNN. YOLOX, YOLOP, MODNet, YOLOR, NanoDet, YOLOX, SCRFD, YOLOX . MNN, NCNN, TNN, ONNXRuntime, CPU/GPU.

machine-learning-course

:speech_balloon: Machine Learning Course with Python. Refer to the course page for step-by-step explanations.

machine_learning_examples

A collection of machine learning examples and tutorials.

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

mmdetection

OpenMMLab Detection Toolbox and Benchmark

mnist-classification

Pytorch、Scikit-learn实现多种分类方法，包括逻辑回归（Logistic Regression）、多层感知机（MLP）、支持向量机（SVM）、K近邻（KNN）、CNN、RNN，极简代码适合新手小白入门

public-insulator-datasets

Unifying Public Datasets for Insulator Detectionand Fault Classification in Electrical Power Lines

pytorch-book

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

pytorch-distributed

A quickstart and benchmark for pytorch distributed training.