--- title: EdControl emoji: π¨πΌβπ colorFrom: blue colorTo: green sdk: streamlit sdk_version: 1.25.0 app_file: app.py pinned: false --- # EdControl Automated analytics service that tracks students' emotional responses during online classes. ## Problem ΠΠ° ΡΠ΅Π³ΠΎΠ΄Π½ΡΡΠ½ΠΈΠΉ Π΄Π΅Π½Ρ, ΡΡΡΠ΅ΡΡΠ²ΡΠ΅Ρ Π±ΠΎΠ»ΡΡΠΎΠ΅ ΠΊΠΎΠ»ΠΈΡΠ΅ΡΡΠ²ΠΎ ΠΏΠ»Π°ΡΡΠΎΡΠΌ Π΄Π»Ρ ΠΎΠ½Π»Π°ΠΉΠ½-ΠΎΠ±ΡΡΠ΅Π½ΠΈΡ. Π‘ΡΡΠ΅ΡΡΠ²ΡΡΡ ΠΊΠ°ΠΊ ΠΊΡΡΠΏΠ½ΡΠ΅ ΠΎΠ½Π»Π°ΠΉΠ½-ΡΠΊΠΎΠ»Ρ, ΡΠ°ΠΊ ΠΈ Π±ΠΎΠ»Π΅Π΅ ΠΌΠ°Π»ΡΠ΅ ΠΏΠΎ ΠΊΠΎΠ»ΠΈΡΠ΅ΡΡΠ²Ρ ΡΡΠ°ΡΠΈΡ ΡΡ. Π ΠΈΠ·-Π·Π° Π±ΠΎΠ»ΡΡΠΎΠ³ΠΎ ΠΏΠΎΡΠΎΠΊΠ° ΠΊΠ»ΠΈΠ΅Π½ΡΠΎΠ² Π½Π΅ΠΎΠ±Ρ ΠΎΠ΄ΠΈΠΌΠΎ Π½Π°Π±ΠΈΡΠ°ΡΡ ΠΏΡΠ΅ΠΏΠΎΠ΄Π°Π²Π°ΡΠ΅Π»Π΅ΠΉ Π΄Π»Ρ ΠΏΡΠΎΠ²Π΅Π΄Π΅Π½ΠΈΡ Π·Π°Π½ΡΡΠΈΠΉ. Π ΠΌΠ΅Π½Π΅Π΄ΠΆΠ΅ΡΡ Π½Π΅ Π²ΡΠ΅Π³Π΄Π° ΠΌΠΎΠ³ΡΡ ΠΏΠΎΠ½ΡΡΡ Π½Π° ΡΠΊΠΎΠ»ΡΠΊΠΎ ΠΏΡΠ΅ΠΏΠΎΠ΄Π°Π²Π°ΡΠ΅Π»Ρ ΠΊΠΎΠΌΠΏΠ΅ΡΠ΅Π½ΡΠ΅Π½ Π² ΠΎΠ±Π»Π°ΡΡΠΈ soft skills ΠΏΡΠΈ ΠΏΠΎΠ΄Π°ΡΠ΅ ΠΌΠ°ΡΠ΅ΡΠΈΠ°Π»Π°. Π‘Π»Π΅Π΄ΠΎΠ²Π°ΡΠ΅Π»ΡΠ½ΠΎ, Π½Π΅ΠΎΠ±Ρ ΠΎΠ΄ΠΈΠΌΠΎ Π²ΠΎΠ²ΡΠ΅ΠΌΡ ΠΎΠΏΡΠ΅Π΄Π΅Π»ΡΡΡ Π°Π³ΡΠ΅ΡΡΠΈΠ²Π½ΡΡ ΠΈ Π½Π΅ ΡΠΌΠ΅ΡΡΠΈΡ ΠΊΠΎΠ½ΡΡΠΎΠ»ΠΈΡΠΎΠ²Π°ΡΡ ΡΠ²ΠΎΠΈ ΡΠΌΠΎΡΠΈΠΈ ΠΏΡΠ΅ΠΏΠΎΠ΄Π°Π²Π°ΡΠ΅Π»Π΅ΠΉ, Π΄Π»Ρ ΡΠΎΡ ΡΠ°Π½Π΅Π½ΠΈΡ ΡΠ΅ΠΏΡΡΠ°ΡΠΈΠΈ ΠΊΠΎΠΌΠΏΠ°Π½ΠΈΠΈ. Today, there are a large number of platforms for online learning. There are both large online schools and smaller ones in terms of the number of students. And because of the large flow of clients, it is necessary to recruit teachers to conduct classes. And managers can not always understand how much the teacher is competent in the field of soft skills when submitting material. Therefore, it is necessary to identify aggressive and unable to control their emotions teachers in time to preserve the reputation of the company. ## Solving the problem ΠΠ°Ρ ΠΏΡΠΎΠ΄ΡΠΊΡ ΠΏΡΠ΅Π΄Π»Π°Π³Π°Π΅Ρ ΡΠ΅ΡΠ΅Π½ΠΈΠ΅ Π΄Π°Π½Π½ΠΎΠΉ ΠΏΡΠΎΠ±Π»Π΅ΠΌΡ ΠΎΡΠ΅Π½ΠΊΠΈ ΠΎΠ±ΡΠ°Π·ΠΎΠ²Π°Π½ΠΈΡ, ΠΏΠΎΠΌΠΎΠ³Π°Ρ ΠΎΠ½Π»Π°ΠΉΠ½ ΠΏΠ»Π°ΡΡΠΎΡΠΌΠ°ΠΌ ΡΠΊΠΎΠ½ΠΎΠΌΠΈΡΡ Π²ΡΠ΅ΠΌΡ ΠΌΠ΅Π½Π΅Π΄ΠΆΠ΅ΡΠΎΠ² ΠΏΡΠΈ ΡΡΡΠ½ΠΎΠΌ ΠΏΡΠΎΡΠΌΠΎΡΡΠ΅ Π²ΠΈΠ΄Π΅ΠΎ-ΡΡΠΎΠΊΠΎΠ² ΠΏΡΠ΅ΠΏΠΎΠ΄Π°Π²Π°ΡΠ΅Π»Π΅ΠΉ ΠΈ ΠΏΠΎΠ²ΡΡΠ°ΡΡ Π±ΠΈΠ·Π½Π΅Ρ ΠΌΠ΅ΡΡΠΈΠΊΠΈ ΠΊΠΎΠΌΠΏΠ°Π½ΠΈΠΈ, Π²ΡΡΠ²Π»ΡΡ Π½Π° ΡΠ°Π½Π½Π΅ΠΉ ΡΡΠ°Π΄ΠΈΠΈ Π½Π΅ ΠΊΠΎΠΌΠΏΠ΅ΡΠ΅Π½ΡΠ½ΡΡ ΠΏΡΠ΅ΠΏΠΎΠ΄Π°Π²Π°ΡΠ΅Π»Π΅ΠΉ. ΠΡΠΎΠ±Π»Π΅ΠΌΠ° ΡΠ΅ΡΠ°Π΅ΡΡΡ ΠΏΡΡΠ΅ΠΌ ΡΠ°ΡΠΏΠΎΠ·Π½Π°Π²Π°Π½ΠΈΡ Π½Π΅Π³Π°ΡΠΈΠ²Π½ΡΡ ΡΠΌΠΎΡΠΈΠΉ ΠΊΠ»ΠΈΠ΅Π½ΡΠ° Π²ΠΎ Π²ΡΠ΅ΠΌΡ ΠΎΠ½Π»Π°ΠΉΠ½-ΡΡΠΎΠΊΠ° Ρ ΠΏΡΠ΅ΠΏΠΎΠ΄Π°Π²Π°ΡΠ΅Π»Π΅ΠΌ. ΠΡ Π·Π°Π³ΡΡΠΆΠ°Π΅ΡΠ΅ Π·Π°ΠΏΠΈΡΡ Π²ΠΈΠ΄Π΅ΠΎ-ΡΡΠΎΠΊΠ° Π² Π½Π°Ρ ΡΠ΅ΡΠ²ΠΈΡ ΠΈ ΠΏΠΎΠ»ΡΡΠ°Π΅ΡΠ΅ dashboard Ρ ΠΈΠ½ΡΠΎΡΠΌΠ°ΡΠΈΠ΅ΠΉ ΠΈ Π°Π½Π°Π»ΠΈΡΠΈΠΊΠΎΠΉ ΠΏΠΎ Π²ΡΠ΅ΠΌΡ ΡΡΠΎΠΊΡ. Π’Π°ΠΊΠΆΠ΅ Π½Π° Π΄Π°Π½Π½ΠΎΠΌ dash-board, ΠΏΡΠΈ Π²ΡΡΠ²Π»Π΅Π½ΠΈΠΈ ΠΊΠ°ΠΊΠΈΡ -Π»ΠΈΠ±ΠΎ Π½Π΅Π³Π°ΡΠΈΠ²Π½ΡΡ ΡΠΈΡΡΠ°ΡΠΈΠΉ, ΠΌΠΎΠΆΠ½ΠΎ ΡΠ²ΠΈΠ΄Π΅ΡΡ ΠΊΠΎΠ½ΠΊΡΠ΅ΡΠ½ΡΠ΅ timestamp, ΠΊΠΎΠ³Π΄Π° Π±ΡΠ»Π° Π·Π°ΠΌΠ΅ΡΠ΅Π½Π° ΡΠΌΠΎΡΠΈΡ ΠΈ Π½Π° ΡΠΊΠΎΠ»ΡΠΊΠΎ ΠΎΠ½Π° Π²Π΅Π»ΠΈΠΊΠ°. Our product offers a solution to this problem of education assessment, helping online platforms save managers' time when manually viewing teachers' video lessons and improve the company's business metrics by identifying non-competent teachers at an early stage. The problem is solved by recognizing the client's negative emotions during an online lesson with a teacher. You upload a video lesson recording to our service and get a dashboard with information and analytics throughout the lesson. Also on this dashboard, when identifying any negative situations, you can see the specific timestamp when the emotion was noticed and how big it is. ## Implementation ΠΠ° Π΄Π°Π½Π½ΡΠΉ ΠΌΠΎΠΌΠ΅Π½Ρ ΡΠ΅Π°Π»ΠΈΠ·ΠΎΠ²Π°Π½Ρ: - ΠΠΌΠΎΡΠΈΠΎΠ½Π°Π»ΡΠ½ΠΎΠ΅ ΠΎΡΠ΅Π½ΠΊΠ° ΡΠΎΡΡΠΎΡΠ½ΠΈΡ ΡΠ΅Π»ΠΎΠ²Π΅ΠΊΠ° - ΠΠ½Π°Π»ΠΈΡΠΈΠΊΠ° ΠΈ Π²ΠΈΠ·ΡΠ°Π»ΠΈΠ·Π°ΡΠΈΡ Π΄Π°Π½Π½ΡΡ Π΄Π»Ρ ΡΠ΄ΠΎΠ±Π½ΠΎΠ³ΠΎ Π°Π½Π°Π»ΠΈΠ·Π° Π²ΠΈΠ΄Π΅ΠΎ-ΡΡΠΎΠΊΠ° - Π Π΅ΠΊΠΎΠΌΠ΅Π½Π΄Π°ΡΠΈΠΈ ΠΏΡΠ΅ΠΏΠΎΠ΄Π°Π²Π°ΡΠ΅Π»Ρ Π΄Π»Ρ ΠΏΡΠΎΠ²Π΅Π΄Π΅Π½ΠΈΡ ΠΏΠΎΡΠ»Π΅Π΄ΡΡΡΠΈΡ ΡΡΠΎΠΊΠΎΠ², ΠΏΡΠΈ ΠΎΠ±Π½Π°ΡΡΠΆΠ΅Π½ΠΈΠΈ ΠΊΠ°ΠΊΠΈΡ -Π»ΠΈΠ±ΠΎ ΠΏΡΠΎΠ±Π»Π΅ΠΌ ΠΠΎΠ΄Π΅Π»Ρ Ρ ΠΏΠΎΠΌΠΎΡΡΡ CV ΠΎΠΏΡΠ΅Π΄Π΅Π»ΡΠ΅Ρ ΡΠΌΠΎΡΠΈΡ, ΠΊΠΎΡΠΎΡΡΡ ΠΈΡΠΏΡΡΡΠ²Π°Π΅Ρ ΡΠ΅Π»ΠΎΠ²Π΅ΠΊ Π² Π΄Π°Π½Π½ΡΠΉ ΠΌΠΎΠΌΠ΅Π½Ρ Π²ΡΠ΅ΠΌΠ΅Π½ΠΈ ΠΈ ΠΎΡΠΎΠ±ΡΠ°ΠΆΠ°Π΅Ρ Π³Π»ΡΠ±ΠΈΠ½Ρ ΡΠΌΠΎΡΠΈΠΈ Π² ΡΠΊΠ°Π»Π΅ ΠΎΡ 0 Π΄ΠΎ 100: Currently implemented: - Emotional assessment of a person's condition - Data analytics and visualization for convenient video lesson analysis - Recommendations to the teacher for subsequent lessons, if any problems are found The CV model determines the emotion that a person is experiencing at a given time and displays the depth of emotion on a scale from 0 to 100:
## The appearance of the service ΠΠ½Π΅ΡΠ½ΠΈΠΉ Π²ΠΈΠ΄ ΡΠ΅ΡΠ²ΠΈΡΠ° ΠΈΠ½ΡΡΠΈΡΠΈΠ²Π½ΠΎ ΠΏΠΎΠ½ΡΡΠ΅Π½ Π΄Π»Ρ ΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°ΡΠ΅Π»Π΅ΠΉ ΠΈ Π΅Π³ΠΎ Π³Π»Π°Π²Π½Π°Ρ ΡΡΡΠ°Π½ΠΈΡΠ° Π²ΡΠ³Π»ΡΠ΄ΠΈΡ ΡΠ°ΠΊ: The appearance of the service is intuitive for users and its main page looks like this:
ΠΠΎΡΠ»Π΅ ΡΡΠΏΠ΅ΡΠ½ΠΎΠΉ ΠΎΠ±ΡΠ°Π±ΠΎΡΠΊΠΈ Π·Π°Π³ΡΡΠΆΠ΅Π½Π½ΠΎΠ³ΠΎ Π²ΠΈΠ΄Π΅ΠΎ Π²Ρ ΠΌΠΎΠΆΠ΅ΡΠ΅ ΠΏΠΎΠ»ΡΡΠΈΡΡ Π°Π½Π°Π»ΠΈΡΠΈΠΊΡ ΠΈ ΡΠ΅ΠΊΠΎΠΌΠ΅Π½Π΄Π°ΡΠΈΠΈ: After successfully processing the uploaded video, you can get analytics and recommendations: ## Installation 1\. Install [git](https://git-scm.com/book/en/v2/Getting-Started-Installing-Git) and [docker engine](https://docs.docker.com/engine/install/) 2\. Clone the project: ```bash git clone https://github.com/Wander1ngW1nd/EdControl ``` 3\. Build an image: ```bash docker build -t edcontrol_image EdControl ``` 4\. Run application container: ```bash docker run --name edcontrol_app -dp 8501 edcontrol_image ``` 5\. Figure out which port was assigned to your application: ```bash docker port edcontrol_app ``` You will see the similar output: ``` 8501/tcp -> 0.0.0.0: