ml-boringtao Goto Github PK

artificial-intelligence-cloud-and-edge-implementations

Respository of notebooks for AI: Cloud and Edge Implementations course

attention-workshop

Attention Workshop

carnd-advanced-lane-lines

cnn-workshop

CNN Workshop

deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

deep_sort_yolov3

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

face-alignment-with-simple-cnn

Face Aligment with simple cnn in Keras

face-detection-with-mobilenet-ssd

Face detection with mobilenet-ssd written by Keras.

face-identification-with-cnn-triplet-loss

Face identification with cnn+triplet-loss written by Keras.

graphneuralnetwork

《深入浅出图神经网络：GNN原理解析》配套代码

hackathon

hackathon_tracking

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.

mlp-workshop

MLP Workshop

models

Models and examples built with TensorFlow

rnn-workshop

Xception LSTM

sfnd-3d-object-tracking

Sensor Fusion, Project 3: 3D Object Tracking

sh

ssd_keras

A Keras port of Single Shot MultiBox Detector

ssgan-tensorflow

A Tensorflow implementation of Semi-supervised Learning Generative Adversarial Networks.

udacity-deep-reinforcement-learning

My solutions to the projects (and mini-projects) of the Deep Reinforcement Learning Nanodegree by Udacity

udacity-drl-collaboration-and-competition

My solution to Udacity Deep Reinforcement Learning Nanodegree 's Project 3 - Collaboration and Competition

udacity-drl-continuouscontrol

My solution to Udacity Deep Reinforcement Learning Nanodegree 's Project 2 - Continuous Control

udacity-sdc

udacity_rl

udacity_sensor_fusion