ติดตั้ง ImageAI

ImageAI

ติดตั้ง Library ของ ImageAI

ติดตั้งบน Google Colab

• ติดตั้ง tensorflow version 1.13.1

!pip install tensorflow-gpu==1.13.1

Collecting tensorflow-gpu==1.13.1
  Downloading https://files.pythonhosted.org/packages/7b/b1/0ad4ae02e17ddd62109cd54c291e311c4b5fd09b4d0678d3d6ce4159b0f0/tensorflow_gpu-1.13.1-cp36-cp36m-manylinux1_x86_64.whl (345.2MB)
     |████████████████████████████████| 345.2MB 44kB/s 
Requirement already satisfied: grpcio>=1.8.6 in /usr/local/lib/python3.6/dist-packages (from tensorflow-gpu==1.13.1) (1.27.1)
Requirement already satisfied: numpy>=1.13.3 in /usr/local/lib/python3.6/dist-packages (from tensorflow-gpu==1.13.1) (1.17.5)
Requirement already satisfied: keras-preprocessing>=1.0.5 in /usr/local/lib/python3.6/dist-packages (from tensorflow-gpu==1.13.1) (1.1.0)
Requirement already satisfied: astor>=0.6.0 in /usr/local/lib/python3.6/dist-packages (from tensorflow-gpu==1.13.1) (0.8.1)
Requirement already satisfied: keras-applications>=1.0.6 in /usr/local/lib/python3.6/dist-packages (from tensorflow-gpu==1.13.1) (1.0.8)
Requirement already satisfied: absl-py>=0.1.6 in /usr/local/lib/python3.6/dist-packages (from tensorflow-gpu==1.13.1) (0.9.0)
Requirement already satisfied: protobuf>=3.6.1 in /usr/local/lib/python3.6/dist-packages (from tensorflow-gpu==1.13.1) (3.10.0)
Requirement already satisfied: wheel>=0.26 in /usr/local/lib/python3.6/dist-packages (from tensorflow-gpu==1.13.1) (0.34.2)
Requirement already satisfied: gast>=0.2.0 in /usr/local/lib/python3.6/dist-packages (from tensorflow-gpu==1.13.1) (0.2.2)
Collecting tensorboard<1.14.0,>=1.13.0
  Downloading https://files.pythonhosted.org/packages/0f/39/bdd75b08a6fba41f098b6cb091b9e8c7a80e1b4d679a581a0ccd17b10373/tensorboard-1.13.1-py3-none-any.whl (3.2MB)
     |████████████████████████████████| 3.2MB 37.2MB/s 
Collecting tensorflow-estimator<1.14.0rc0,>=1.13.0
  Downloading https://files.pythonhosted.org/packages/bb/48/13f49fc3fa0fdf916aa1419013bb8f2ad09674c275b4046d5ee669a46873/tensorflow_estimator-1.13.0-py2.py3-none-any.whl (367kB)
     |████████████████████████████████| 368kB 53.7MB/s 
Requirement already satisfied: termcolor>=1.1.0 in /usr/local/lib/python3.6/dist-packages (from tensorflow-gpu==1.13.1) (1.1.0)
Requirement already satisfied: six>=1.10.0 in /usr/local/lib/python3.6/dist-packages (from tensorflow-gpu==1.13.1) (1.12.0)
Requirement already satisfied: h5py in /usr/local/lib/python3.6/dist-packages (from keras-applications>=1.0.6->tensorflow-gpu==1.13.1) (2.8.0)
Requirement already satisfied: setuptools in /usr/local/lib/python3.6/dist-packages (from protobuf>=3.6.1->tensorflow-gpu==1.13.1) (45.1.0)
Requirement already satisfied: werkzeug>=0.11.15 in /usr/local/lib/python3.6/dist-packages (from tensorboard<1.14.0,>=1.13.0->tensorflow-gpu==1.13.1) (1.0.0)
Requirement already satisfied: markdown>=2.6.8 in /usr/local/lib/python3.6/dist-packages (from tensorboard<1.14.0,>=1.13.0->tensorflow-gpu==1.13.1) (3.2.1)
Collecting mock>=2.0.0
  Downloading https://files.pythonhosted.org/packages/30/6a/9bde648117ec7087c89a45de0a8b25aba21d54d3defd08cb24eacded875f/mock-4.0.1-py3-none-any.whl
ERROR: tensorflow 1.15.0 has requirement tensorboard<1.16.0,>=1.15.0, but you'll have tensorboard 1.13.1 which is incompatible.
ERROR: tensorflow 1.15.0 has requirement tensorflow-estimator==1.15.1, but you'll have tensorflow-estimator 1.13.0 which is incompatible.
Installing collected packages: tensorboard, mock, tensorflow-estimator, tensorflow-gpu
  Found existing installation: tensorboard 1.15.0
    Uninstalling tensorboard-1.15.0:
      Successfully uninstalled tensorboard-1.15.0
  Found existing installation: tensorflow-estimator 1.15.1
    Uninstalling tensorflow-estimator-1.15.1:
      Successfully uninstalled tensorflow-estimator-1.15.1
Successfully installed mock-4.0.1 tensorboard-1.13.1 tensorflow-estimator-1.13.0 tensorflow-gpu-1.13.1

• ติดตั้ง ImageAI

!pip install imageai --upgrade

Collecting imageai
  Downloading https://files.pythonhosted.org/packages/09/99/4023e191a343fb23f01ae02ac57a5ca58037c310e8d8c62f87638a3bafc7/imageai-2.1.5-py3-none-any.whl (180kB)
     |████████████████████████████████| 184kB 8.3MB/s 
Requirement already satisfied, skipping upgrade: scipy in /usr/local/lib/python3.6/dist-packages (from imageai) (1.4.1)
Requirement already satisfied, skipping upgrade: h5py in /usr/local/lib/python3.6/dist-packages (from imageai) (2.8.0)
Requirement already satisfied, skipping upgrade: matplotlib in /usr/local/lib/python3.6/dist-packages (from imageai) (3.1.2)
Requirement already satisfied, skipping upgrade: numpy in /usr/local/lib/python3.6/dist-packages (from imageai) (1.17.5)
Requirement already satisfied, skipping upgrade: pillow in /usr/local/lib/python3.6/dist-packages (from imageai) (6.2.2)
Requirement already satisfied, skipping upgrade: six in /usr/local/lib/python3.6/dist-packages (from h5py->imageai) (1.12.0)
Requirement already satisfied, skipping upgrade: cycler>=0.10 in /usr/local/lib/python3.6/dist-packages (from matplotlib->imageai) (0.10.0)
Requirement already satisfied, skipping upgrade: python-dateutil>=2.1 in /usr/local/lib/python3.6/dist-packages (from matplotlib->imageai) (2.6.1)
Requirement already satisfied, skipping upgrade: kiwisolver>=1.0.1 in /usr/local/lib/python3.6/dist-packages (from matplotlib->imageai) (1.1.0)
Requirement already satisfied, skipping upgrade: pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.1 in /usr/local/lib/python3.6/dist-packages (from matplotlib->imageai) (2.4.6)
Requirement already satisfied, skipping upgrade: setuptools in /usr/local/lib/python3.6/dist-packages (from kiwisolver>=1.0.1->matplotlib->imageai) (42.0.2)
Installing collected packages: imageai
Successfully installed imageai-2.1.5

• ทดสอบการเรียกใช้ Library ของ tensorflow และ ImageAI

import tensorflow as tf
from imageai.Detection import ObjectDetection