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3d-detection-tracking-viewer

3D detection and tracking viewer (visualization) for kitti & waymo dataset

3d_lidar_detection_evaluation

NuScenes-like evaluation code for 3D bounding boxes.

ai-report

about ai report ai 相关的研究报告

alfred

alfred-py: A deep learning utility library for visualization and sensor fusion purpose

awesome-algorithm-interview

算法工程师(人工智能CV方向)面试问题及相关资料

awesome-automl-and-lightweight-models

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.

books

一些常见的书籍pdf或者视频

caffe

Caffe for Sparse and Low-rank Deep Neural Networks

centernet-better

An easy to understand and better performance version of CenterNet

coder2gwy

互联网首份程序员考公指南，由3位已经进入体制内的前大厂程序员联合献上。

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

credit-card-fraud-detection-using-autoencoders-in-keras

iPython notebook and pre-trained model that shows how to build deep Autoencoder in Keras for Anomaly Detection in credit card transactions data

creditcard_fraud_detection

利用Logistic回归实现信用卡欺诈检测

deep-learning-interview-book

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

deep-learning-papers-translation

深度学习论文翻译，包括分类论文，检测论文等

deep-learning-with-tensorflow-book

深度学习开源书，基于TensorFlow 2.0实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

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

densenas

Densely Connected Search Space for More Flexible Neural Architecture Search

detectron

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

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

dks

Deeply-supervised Knowledge Synergy

ell

Embedded Learning Library

enas

TensorFlow Code for paper "Efficient Neural Architecture Search via Parameter Sharing"

examples

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

examples-1

TensorFlow examples

facenet

Face recognition using Tensorflow

fcos

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

focal-loss-implement-on-tensorflow

The implementation of focal loss proposed on "Focal Loss for Dense Object Detection" by KM He and support for multi-label dataset.

generalconfig

all config file for code

imagenet-fast