diff --git a/.env/example-inventory.ini b/.env/example-inventory.ini
index 51d113f0..bb52b430 100644
--- a/.env/example-inventory.ini
+++ b/.env/example-inventory.ini
@@ -1,5 +1,5 @@
 [rpi_vision]
-theia.local
+raspberrypi.local
 [rpi_vision:vars]
 ansible_connection=ssh
 ansible_user=pi
diff --git a/.env/example-vars.json b/.env/example-vars.json
index 0ae58194..d3bd30a8 100644
--- a/.env/example-vars.json
+++ b/.env/example-vars.json
@@ -1,3 +1,3 @@
 {
-    "VERSION": "master"
+    "VERSION": "tf-2"
 }
\ No newline at end of file
diff --git a/includes/tensorflow-2.0.0-cp37-cp37m-linux_armv7l.whl b/includes/tensorflow-2.0.0-cp37-cp37m-linux_armv7l.whl
new file mode 100644
index 00000000..a3393738
Binary files /dev/null and b/includes/tensorflow-2.0.0-cp37-cp37m-linux_armv7l.whl differ
diff --git a/playbooks/bootstrap-rpi.yml b/playbooks/bootstrap-rpi.yml
index 003e0b37..100ac8a5 100644
--- a/playbooks/bootstrap-rpi.yml
+++ b/playbooks/bootstrap-rpi.yml
@@ -49,7 +49,7 @@
     - name: "Install platform dependencies"
       become: yes
       apt: 
-        name: ['tmux']
+        name: ['tmux', 'cmake', 'virtualenv']
     - name: "Clone rpi-vision"
       git:
         repo: 'https://github.com/leigh-johnson/rpi-vision'
@@ -103,7 +103,7 @@
         content: "/usr/local/bin/{{tft_driver_install_script}}" 
         dest: /home/pi/.tft_screen_installed
     - name: Create virtual environment
-      shell: virtualenv -p $(which python3.6) .venv
+      shell: virtualenv -p $(which python3) .venv
       args:
         creates: "{{rpi_vision_dir}}/.venv"
         chdir: "{{rpi_vision_dir}}"
diff --git a/setup.py b/setup.py
index 72f87170..ee51a309 100644
--- a/setup.py
+++ b/setup.py
@@ -3,8 +3,9 @@
 
 '''The setup script.'''
 
-import subprocess
+import os
 import platform
+import subprocess
 from setuptools import setup, find_packages, Command
 from distutils.command.build import build as _build
 
@@ -16,29 +17,23 @@
     history = history_file.read()
 
 common_requirements = []
-
-# tensorflow 2.0 wheel has not been released for Raspbian yet
 trainer_requirements = [
     'ansible==2.8.1',
-    'tensorflow==2.0.0-beta0',
-    'tensorflow-datasets==1.0.2',
-    'tensorflow-hub==0.5.0'
+    'tensorflow-datasets>=1.3.0',
+    'tensorflow-hub>=0.7.0',
+    'tensorflow==2.0.0'
 ]
 trainer_requirements = list(map(
     lambda x: x + ';platform_machine=="x86_64"', trainer_requirements
 ))
 
 rpi_requirements = [
-    'picamera==1.13.0',
-    'Pillow==6.0.0'
+    'picamera>=1.13.0',
+    'Pillow>=6.0.0',
 ]
 rpi_requirements = list(map(
     lambda x: x + ';platform_machine=="armv7l"', rpi_requirements))
 
-if 'arm' in platform.machine():
-    rpi_requirements.append(
-        'tensorflow@https://github.com/PINTO0309/Tensorflow-bin/raw/master/tensorflow-2.0.0b1-cp35-cp35m-linux_armv7l.whl')
-
 requirements = common_requirements + trainer_requirements + rpi_requirements
 
 setup_requirements = ['pytest-runner', ]
@@ -138,4 +133,8 @@ def run(self):
     url='https://github.com/leigh-johnson/rpi-vision',
     version='0.1.0',
     zip_safe=False,
+    dependency_links=[
+    # location to your egg file
+    os.path.join(os.getcwd(), 'includes', 'tensorflow-2.0.0-cp37-cp37m-linux_armv7l.whl')
+    ]
 )