# Goal

The goal of this challenge is to provide a realistic computer vision problem to participants interested in getting hands-on experience in this field. This challenge is the perfect opportunity to face some of the typical steps of a computer vision problem. Working on this case will let you go from theory to practice, learn new things and have fun in the process.


# Description

As you might know, Proximus is actively rolling out fiber across Belgium. This requires the installation of many new devices. While this rollout is happening at a high speed, it is not at the cost of quality. Indeed, as manual quality assessment cannot keep up with the increasing amount of new fiber connections, Proximus turned to computer vision to make sure that every installation is up to our quality standards.

In this challenge, we focus on the installation of a hardware component called DTP-F. Technicians currently have to take several pictures each time a DTP-F is installed. The requirements listed below must be verified on the picture for a DTP-F installation to be considered as compliant:

1. Presence of 2 fixations screws
2. Presence of 2 tie-wraps around the cable
3. Presence of 2 rubbers
4. Presence of 2 plastic covers
5. Presence of 2 pieces of foam

You can find here below an example picture.

![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F2322250%2F3675db2e2f4712866d660a4d80a9c63e%2Fexample.PNG?generation=1670401199640497&alt=media)