waleedka/modern-deep-learning-docker

Modern Deep Learning Docker Image

modern-deep-learning-docker's Issues

Asking Password

Hello Waleedha,

From your modern-deep-learning docker file, when I launch Juypter note book, it is asking me a password??

using jupyter in docker but not running in docker environment

I open a demo.ipynb file in docker following the guild but it seems that it still run in local environment.

the code is :

import os
import sys
import random
import math
import numpy as np
import skimage.io
import matplotlib

and I get the error :no module named skimage.io

but I run python3 in docker and import skimage.io, it works

then I install scik-image in my computer's local environment, then run the code again, it works!

How can I make the code in jupyter run in docker ?

FYI, clean and autoremove

modern-deep-learning-docker/Dockerfile

Lines 133 to 134 in 36ae632

	RUN apt-get clean && \
	apt-get autoremove

While it would be great if this reduced the image size, it has zero effect as it is on a different layer. The only way this would be of use is if it is combined with a RUN command where you are actually installing or updating the repository.

In reality you would need to combine all apt-get update and install commands in a single RUN layer where you then clean up at the end of that single command. Considering this is for research and testing it isn't a big deal. Just figured I would point it out.

Weird Issue with Docker Image and tensorflow log

Hi,

I think that due to new versions of tensorflow being added since this was developed, some problems are happening with the requirements when I use the docker image:

I get the following " AttributeError: module 'tensorflow' has no attribute 'log' ".

Could you please consider locking down the requirements to specific versions to avoid these issues?

Thanks a bunch <3 this repo is awesome

No module named 'lmdb'

Any idea why the module is not found?
Or how can I install it myself in docker?
ImportError Traceback (most recent call last)
in ()
8 import cv2
9 from caffe.proto import caffe_pb2
---> 10 import lmdb

ImportError: No module named 'lmdb'

How to use this setup?

Hello and thanks for sharing this Docker image.
So, newbie question here:
I've got this image up and running, now how can I run the object recognition against my images?
(ideally, - from the host machine just passing the image as a parameter)

Offline network

Can the image be used in offline network. No internet connection.
Is it possible to add pycharm ?

Thanks

A suggestion: command can run together to reduce image size

ref: https://docs.docker.com/develop/develop-images/dockerfile_best-practices/#run

split long or complex RUN statements on multiple lines separated with backslashes.

Looking for caffe root path

Hi Thanks for sharing your work , I wanted to insert the caffe root path inside one of my files,But when i ls in the home directoy, nothing shows up.So my question is how do i get the path where caffe is installed.Thanks

Using with docker-compose for simplification

If you like using docker-compose, you can add following file to the root of your project:

docker-compose.yml

version: "3"
services:
  mdl:
    image: waleedka/modern-deep-learning
    container_name: modern-ml
    volumes:
      - ./:/host
    ports:
      - "8888:8888"
      - "6006:6006"

Mind that project root will be mapped into /host folder instead of entire home dir.

To log into container use:
docker-compose run mdl