Entertainment-Recommendation-System
说明： 该存储库由娱乐推荐系统组成，该系统根据分配给...的类型推荐电影或音乐...，
(This repository consists of an Entertainment Recommendation System that recommends movies or music according to the genre allocated to a particular emotion of the user through real-time emotion detection.)
(This repository consists of an Entertainment Recommendation System that recommends movies or music according to the genre allocated to a particular emotion of the user through real-time emotion detection.)
文件列表:
Project_Instructions.pdf (526718, 2020-10-16)
__pycache__/ (0, 2020-10-16)
__pycache__/load_and_process.cpython-36.pyc (1195, 2020-10-16)
angry.py (1842, 2020-10-16)
disgust.py (1849, 2020-10-16)
fer2013/ (0, 2020-10-16)
fer2013/fer2013/ (0, 2020-10-16)
fer2013/fer2013/fer2013.csv (134, 2020-10-16)
haarcascade_files/ (0, 2020-10-16)
haarcascade_files/haarcascade_eye.xml (341406, 2020-10-16)
haarcascade_files/haarcascade_frontalface_default.xml (930126, 2020-10-16)
happy.py (2024, 2020-10-16)
main+movie_recommendation.py (9586, 2020-10-16)
models/ (0, 2020-10-16)
models/__pycache__/ (0, 2020-10-16)
models/__pycache__/cnn.cpython-36.pyc (7485, 2020-10-16)
models/_mini_XCEPTION.102-0.66.hdf5 (872856, 2020-10-16)
models/cnn.py (13704, 2020-10-16)
music_recommendation.py (5609, 2020-10-16)
neutral.py (2032, 2020-10-16)
sad.py (1834, 2020-10-16)
screenshots/ (0, 2020-10-16)
screenshots/image (1).png (647427, 2020-10-16)
screenshots/image (2).png (773357, 2020-10-16)
screenshots/image (3).png (480039, 2020-10-16)
screenshots/image (4).png (723546, 2020-10-16)
screenshots/image (5).png (678877, 2020-10-16)
songs/ (0, 2020-10-16)
songs/angry/ (0, 2020-10-16)
songs/angry/Aya Nakamura - Pookie (Paroles).mp3 (131, 2020-10-16)
songs/angry/Daryl Hall _ John Oates - You Make My Dreams (Official Video).mp3 (131, 2020-10-16)
songs/angry/Demi Lovato ft. Cher Lloyd - Really Don t Care (+ pictures).mp3 (131, 2020-10-16)
songs/angry/Happy - Pharrell Williams 🎵.mp3 (132, 2020-10-16)
songs/angry/Maroon 5 - Don t Wanna Know ft. Kendrick Lamar.mp3 (131, 2020-10-16)
songs/angry/Maroon 5 - Memories.mp3 (131, 2020-10-16)
songs/angry/Mi Pan Su Su Sum (Letra ).mp3 (131, 2020-10-16)
songs/angry/OneRepublic - Counting Stars.mp3 (132, 2020-10-16)
... ...
__pycache__/ (0, 2020-10-16)
__pycache__/load_and_process.cpython-36.pyc (1195, 2020-10-16)
angry.py (1842, 2020-10-16)
disgust.py (1849, 2020-10-16)
fer2013/ (0, 2020-10-16)
fer2013/fer2013/ (0, 2020-10-16)
fer2013/fer2013/fer2013.csv (134, 2020-10-16)
haarcascade_files/ (0, 2020-10-16)
haarcascade_files/haarcascade_eye.xml (341406, 2020-10-16)
haarcascade_files/haarcascade_frontalface_default.xml (930126, 2020-10-16)
happy.py (2024, 2020-10-16)
main+movie_recommendation.py (9586, 2020-10-16)
models/ (0, 2020-10-16)
models/__pycache__/ (0, 2020-10-16)
models/__pycache__/cnn.cpython-36.pyc (7485, 2020-10-16)
models/_mini_XCEPTION.102-0.66.hdf5 (872856, 2020-10-16)
models/cnn.py (13704, 2020-10-16)
music_recommendation.py (5609, 2020-10-16)
neutral.py (2032, 2020-10-16)
sad.py (1834, 2020-10-16)
screenshots/ (0, 2020-10-16)
screenshots/image (1).png (647427, 2020-10-16)
screenshots/image (2).png (773357, 2020-10-16)
screenshots/image (3).png (480039, 2020-10-16)
screenshots/image (4).png (723546, 2020-10-16)
screenshots/image (5).png (678877, 2020-10-16)
songs/ (0, 2020-10-16)
songs/angry/ (0, 2020-10-16)
songs/angry/Aya Nakamura - Pookie (Paroles).mp3 (131, 2020-10-16)
songs/angry/Daryl Hall _ John Oates - You Make My Dreams (Official Video).mp3 (131, 2020-10-16)
songs/angry/Demi Lovato ft. Cher Lloyd - Really Don t Care (+ pictures).mp3 (131, 2020-10-16)
songs/angry/Happy - Pharrell Williams 🎵.mp3 (132, 2020-10-16)
songs/angry/Maroon 5 - Don t Wanna Know ft. Kendrick Lamar.mp3 (131, 2020-10-16)
songs/angry/Maroon 5 - Memories.mp3 (131, 2020-10-16)
songs/angry/Mi Pan Su Su Sum (Letra ).mp3 (131, 2020-10-16)
songs/angry/OneRepublic - Counting Stars.mp3 (132, 2020-10-16)
... ...
# Entertainment-Recommendation-System based on Emotion Recognition
Team Members: Silpa S, Kamalpreet Kaur, Khushboo Agnihotri, Rucha Yagnik
## PROJECT EXPLANATION Nowadays we have so many websites that categorize movies based on their successful ratings, actors who have worked on it, their box office collections and so on and also categorise songs based on the users previou choices. People watch movies or listen to songs so that they can relate to the feel of it , to relieve themselves etc.. But there are hardly any websites which recommend movies/songs based on user's current emotions. The proposed entertainment system eliminates the time-consuming and tedious task of manually Segregating or grouping movies/songs into different lists and helps in generating an appropriate movie/song list based on an individual's emotional features. The system will play the role of a real time application which captures the users live emotions and suggests movies/songs based on that. So the following operations take place: Instructions through voice assistant Face Detection Analyzing facial expression Emotion detection Genre allocation based on emotion detected Suggestion of movies/songs
## Getting Started Detailed instructions regarding how to retrain the model and make predictions on the video is given in the pdf named: Project_Instructions.pdf
## TECHNOLOGY STACK: Python
Matplotlib
Tensorflow
Keras
Tkinter
PyQt5
OpenCV
Pyaudio
## PROJECT IMPLEMENTATION: User has to choose between movies/music:.png)
Process of face+emotion detection:.png)
List of movies suggested from IMDB displayed on the tkinter window:.png)
For music recommendation, the list of songs of the allocated genre will be played for the user. The user can pause,resume,go to next/prev song..png)
## DEMO OF THE PROJECT: VIDEO LINK
## Contributors * **Silpa S** - [GitHub Profile](https://github.com/silpasreeni99) * **Khushboo Agnihotri** - [GitHub Profile](https://github.com/khushbooagnihotri) * **Kamalpreet Kaur** - [GitHub Profile](https://github.com/kamal-kaur04) * **Rucha Yagnik** - [GitHub Profile](https://github.com/RuchaYagnik)
## PROJECT EXPLANATION Nowadays we have so many websites that categorize movies based on their successful ratings, actors who have worked on it, their box office collections and so on and also categorise songs based on the users previou choices. People watch movies or listen to songs so that they can relate to the feel of it , to relieve themselves etc.. But there are hardly any websites which recommend movies/songs based on user's current emotions. The proposed entertainment system eliminates the time-consuming and tedious task of manually Segregating or grouping movies/songs into different lists and helps in generating an appropriate movie/song list based on an individual's emotional features. The system will play the role of a real time application which captures the users live emotions and suggests movies/songs based on that. So the following operations take place: Instructions through voice assistant Face Detection Analyzing facial expression Emotion detection Genre allocation based on emotion detected Suggestion of movies/songs
## Getting Started Detailed instructions regarding how to retrain the model and make predictions on the video is given in the pdf named: Project_Instructions.pdf
## TECHNOLOGY STACK: Python
Matplotlib
Tensorflow
Keras
Tkinter
PyQt5
OpenCV
Pyaudio
## PROJECT IMPLEMENTATION: User has to choose between movies/music:
Process of face+emotion detection:
List of movies suggested from IMDB displayed on the tkinter window:
For music recommendation, the list of songs of the allocated genre will be played for the user. The user can pause,resume,go to next/prev song.
## DEMO OF THE PROJECT: VIDEO LINK
## Contributors * **Silpa S** - [GitHub Profile](https://github.com/silpasreeni99) * **Khushboo Agnihotri** - [GitHub Profile](https://github.com/khushbooagnihotri) * **Kamalpreet Kaur** - [GitHub Profile](https://github.com/kamal-kaur04) * **Rucha Yagnik** - [GitHub Profile](https://github.com/RuchaYagnik)
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