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.
takuseno
/ reptile.py
Last active
November 15, 2020 11:43
TensorFlow version of reptile sample https://blog.openai.com/reptile/
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| 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 |
douglasrizzo
/ tf_obj_tutorial.md
Last active
October 19, 2025 19:08
TensorFlow Object Detection Model Training
yashpatel5400
/ actor_critic.py
Created
July 30, 2017 23:27
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| """ | |
| 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 |