Computer-Vision-Project

File Name and Decription :

1. CW_Folder_PG.zip : See the dataset in CW_Folder_PG folder. It consists of following files:

• Images

  • Training set (train) 12271 aligned facial images with basic expression.
  • Testing set (test) 3068 aligned facial images with basic expression.

• Emotion labels

  • Training set (labels/list_label_train.txt) Expression label of each image for training set.
  • Testing set (labels/list_label_test.txt) Expression label of each image for testing set.

2. Machine leanrning algorithms trained with their hyperparameters are MLP_HOG, MLP_SWIFT, SVM_HOG, SVM_SIFT and CNN in files name mlp_hog.ipynb, mlp_swift.ipynb, svm_hog.ipynb, svm_sift.ipynb and CNN.ipynb respectively.
3. test_functions.ipynb - Test file.
4. office.mp4 - Video file.
5. report.pdf - Project report.

Sequence for running the codes :

1. Start by opening and running each section individually of the files mlp_hog.ipynb, mlp_swift.ipynb, svm_hog.ipynb, svm_sift.ipynb and CNN.ipynb.
2. Now open and run test_functions.ipynb.