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deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

deep_sort_pytorch

MOT tracking using deepsort yolo3 with pytorch

deep_sort_yolov3

Real-time Multi-person tracker using YOLO v3 and deep_sort with tensorflow

deepdetect

Deep Learning API and Server in C++11 with Python bindings and support for Caffe, Tensorflow and XGBoost

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15个章节，近20万字。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

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

deeplearningbook

MIT Deep Learning Book in PDF format

depth_clustering

:taxi: Fast and robust clustering of point clouds generated with a Velodyne sensor.

dig-into-apollo

Apollo learning notes

digandburied

挖坑与填坑

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller

dlinterview

Deep Learning Interview 深度学习面试题目汇总

docker

Docker - the open-source application container engine

dpns

Dual Path Networks

dragon

Dragon: A Light Deep Learning Framework (0.1rc)

draw_convnet

more convenient way for customizing network structure; add support for kernel size of arbitrary width-height ratios

drbox

A deep learning based algorithm to detect rotated object, for example, objects in remote sensing images

dso

Direct Sparse Odometry

embedded_ai

enet

ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation

ethzasl_icp_mapping

3D mapping tools for robotic applications

extrinsic_lidar_camera_calibration

This is a package for extrinsic calibration between a 3D LiDAR and a camera, described in paper: Improvements to Target-Based 3D LiDAR to Camera Calibration. This package is used for Cassie Blue's 3D LiDAR semantic mapping and automation.

face-landmark-localization

cnn network predict face landmarks (68 points) and head pose (3d pose, yaw,roll,pitch).

face-recognition

Repository for face recognition related work

face-resources

face_classification

Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.

facedetection

C++ project to implement MTCNN, a perfect face detect algorithm, on different DL frameworks. The most popular frameworks: caffe/mxnet/tensorflow, are all suppported now

faceverification

An Experimental Implementation of Face Verification, 96.8% on LFW.

fasterrcnn-encapsulation-cplusplus

Encapsulation C++ version of FasterRCNN