Youya Xia xiaxx244

How to train your own object detection models using the TensorFlow Object Detection API (2020 Update)

This started as a summary of this nice tutorial, but has since then become its own thing.

	import numpy as np
	import matplotlib.pyplot as plt
	import tensorflow as tf

	mode = 'maml'
	seed = 0
	plot = True
	innerstepsize = 0.02 # stepsize in inner SGD
	innerepochs = 1 # number of epochs of each inner SGD
	outerstepsize0 = 0.1 if mode == 'reptile' else 0.001 # stepsize of outer optimization, i.e., meta-optimization

	"""
	solving pendulum using actor-critic model
	"""

	import gym
	import numpy as np
	from keras.models import Sequential, Model
	from keras.layers import Dense, Dropout, Input
	from keras.layers.merge import Add, Multiply
	from keras.optimizers import Adam