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ant-learn-recsys

推荐系统从入门到实战

ar-source

Augmented reality (AR) development resources(增强现实开发资源汇总)

bigdata-hadoop

bigdata-spark

spark_code

deep-reinforcement-learning-practice

Practice of Deep Reinforcement Learning with Keras and gym.

dssm-tf

enet

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

icnet

icnet-tensorflow

ICNet-tensorflow (original)

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

labelme

Image Polygonal Annotation with Python (polygon, rectangle, line, point and image-level flag annotation).

mask-rcnn-series

This series we'll use Mask RCNN

mobile_mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow for Mobile Deployment

multi-object-tracking

yolov3, deep_sort and optical flow

multiple-object-tracking-lidar

C++ implementation to Detect, track and classify multiple objects using LIDAR scans

object-detection-metrics

Most popular metrics used to evaluate object detection algorithms

pythonrobotics

Python sample codes for robotics algorithms.

road-semantic-segmentation

Semantic segmentation on image(or video) to segment road, car, bike and rider out of image using FCN

self-driving-golf-cart

Be Driven 🚘

spark-movie-lens

An on-line movie recommender using Spark, Python Flask, and the MovieLens dataset

traffic-speed-forecast

XGBRegressor and T-GCN for traffic speed prediction

video-segmentation

vins-mono-code-annotation

VINS-Mono代码注释以及公式推导