A quick guide on how to deploy depth estimator at scale.

Marcin Laskowski
deploy depth estimator

A quick guide on how to deploy a depth estimator at scale without creating a webservice, docker, and setting up the infrastructure.

Introduction

Welcome to another tutorial of Develop, Deploy, and Integrate series. The main goal of that series is to uncover the fastest and easiest possible way to deploy a deep learning model at scale without any special configuration, long process of infrastructure setup, and difficult monitoring when the model is live. Just a simple way from model to actual use-case… in minutes!

All tutorials from the series are divided into three quick steps so that they can be easily applied to other machine learning models without any changes.

In this particular tutorial, we will deploy depth estimator model that is an essential part of every 3D vision system.

Inspired? Let’s go!

💡 Explore
You can also explore the tutorial on how to deploy yolov5 model or how to deploy deoldify model.

Step 1: Develop a model

In the first step, we need to build and train a model so that we are able to perform inference. After that upload, the code to the repository, while weights of the model to some external storage if necessary.

A depth estimator model requires an input RGB image and outputs a depth image. The depth image includes information about the distance of the objects in the image from the viewpoint, which is usually the camera taking the picture. That technology is mainly used in self-driving cars, shadow mapping in computer graphics, and robot-assisted surgeries.

The two images below provide a clear illustration of depth estimation in practice.

depth estimator deployed on syndicai
Depth estimator input image (left) and output (right)

Since building and training, such a model is a very long process, especially when you want to obtain plausible results. Therefore, we will use the trained MiDaS v2.1 model introduced by René Ranftl in his paper, where he describes a new tool that enables mixing multiple datasets during training, even if their annotations are incompatible. MiDaS v2.1, for instance, was trained on 10 different datasets with multi-objective optimization.

In order to run a model, you don’t need to copy all files from the main repo, just the ones that are needed for inference. We have already done it for you, so you can either copy from our repo or the original one.

The last thing that you need to do is place the whole code in some git repo.

Step 2: Deploy depth estimator

The second step we will actually deploy a model.

The whole process of AI model deployment is highly influenced by the type of task and later the evaluation metrics.

For instance, a cooking recommendation engine needs to deliver best suited to your needs recipes while you are on the website (in seconds!). In this case, the most important metric is latency that needs to very low. Therefore for this task, you would consider choosing the deployment that works in real-time.

However, when you build a super-resolution engine, that improves the quality of the video, the main metric that you are looking for is some kind of image quality assessment. That is why batch deployment is a better choice because the response time does not play a big role in this case.

In conclusion, you have at least a grasp of how AI model deployment is a broad topic. As a result, in our case, we will go for real-time model deployment and we will use Syndicai Platform to easily deploy a model, without taking care of scalability, versioning, monitoring, and security.

Prepare a model

Our model is already trained and uploaded to the Git repository. Now, we need to somehow define how the model will take input and return output when being a webservice.

Thankfully, Syndicai does not require creating a webservice or docker. You only need to create two files syndicai.py & requirements.txt and place them in the main directory of your repository.

The first file, syndicai.py, consists of PythonPredictor python class responsible for model prediction. In this case, both input and output are in the base64 format, and the content of the files looks as follows.

import cv2
import numpy as np
import urllib.request
import matplotlib.pyplot as plt

import tensorflow as tf
import tensorflow_hub as hub

from utils import *


class PythonPredictor:

    def __init__(self, config):
        # the runtime initialization will not allocate all memory on the device to avoid out of GPU memory
        gpus = tf.config.experimental.list_physical_devices('GPU')
        for gpu in gpus:
            #tf.config.experimental.set_memory_growth(gpu, True)
            tf.config.experimental.set_virtual_device_configuration(gpu,
        [tf.config.experimental.VirtualDeviceConfiguration(memory_limit=4000)])

        # load model
        self.module = hub.load("https://tfhub.dev/intel/midas/v2_1_small/1", tags=['serve'])

    def predict(self, payload):
        # convert base64 to OpenCv format
        img = b64_to_image(payload["image_b64"]) / 255.0

        img_resized = tf.image.resize(img, [256,256], method='bicubic', preserve_aspect_ratio=False)
        img_resized = tf.transpose(img_resized, [2, 0, 1])
        img_input = img_resized.numpy()
        reshape_img = img_input.reshape(1,3,256,256)
        tensor = tf.convert_to_tensor(reshape_img, dtype=tf.float32)

        # run a model
        output = self.module.signatures['serving_default'](tensor)
        prediction = output['default'].numpy()
        prediction = prediction.reshape(256, 256)
                    
        # output file
        prediction = cv2.resize(prediction, (img.shape[1], img.shape[0]), interpolation=cv2.INTER_CUBIC)
        depth_min = prediction.min()
        depth_max = prediction.max()
        img_out = (255 * (prediction - depth_min) / (depth_max - depth_min)).astype("uint8")
        heatmap_img = cv2.applyColorMap(img_out, cv2.COLORMAP_HOT)

        return image_to_base64(heatmap_img)

The second file, required to recreate the model environment. It consists of a list of libraries and their versions.

numpy==1.19.4
matplotlib==3.2.2
Pillow==7.0.0
tensorflow==2.4.0
tensorflow-hub==0.10.0

Connect repo

After you push additional files to your repo, you are ready to go with the deployment which just about connecting a repo to the Syndicai platform.

You can use your own repository for this, or the one with the Syndicai’s sample models that already contains a prepared depth estimation model.

In order to connect your repo just go to https://app.syndicai.co/, login, click New Model on the Overview page, and follow the steps in the form.

connect repository in order to deploy a model

As soon as you finish, you will notice that the infrastructure will start building. You will have to wait a few minutes for the model to become Active.

deployed depth estimator on syndicai

If you see the blue badge Active next to the name of your model it means that your model is deployed to production in the s C a L a B L E way!

deploy AI in second on syndicai platform

Step 3: Integrate depth estimator

Now you deserve applause!

After you deployed your model, the next step is to access it using REST API. You can do it either via Platform or via terminal.

In order to test it out quickly on the Platform, go to the model Overview page and paste the sample input script in the Run a model section.

{
	"image_b64": 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"
}

Remember that your model has to be Active in order to work! As the output, you should also get base64.

If you get a correct response you are ready to go with the model integration. Go to the model Integrate page and use the code snippet to implement the REST API in your website, mobile app, or some platform.

For the purpose of that kind of tutorials we have managed to create a sample web app written in React that consumes deployed models and is the perfect example of the showcase your models. You can try it on the Syndicai Showcase page and get a feeling of what we are talking about.

Syndicai showcase

In addition, you can fork the repository with the showcase page, because the whole code is open-sourced.

Conclusion

To sum up, you’ve done a great job!

In the above tutorial, you had a chance to learn how to deploy depth estimator model. As you could see, the whole process does not require you to create a webservice, docker, and infrastructure. Syndicai do it for you so that you can iterate faster and focus on what’s important – model building and training!

* * *

If you found that tutorial helpful, or have some questions, please let us know via mail or join us on slack. We would love to hear your feedback.

We would also like to inspire you via our AI models Showcase page and give you a warm invitation to try out our MLOps platform that significantly speeds up the work of AI.