Table 3 Facial data distribution over several distinct emotions in augmented RAF-DB, JAFFE and CK+.
From: Improved facial emotion recognition model based on a novel deep convolutional structure
Dataset | Total no. of facial images | Dataset distribution | Image Size | Format | |
|---|---|---|---|---|---|
Train | Validation | ||||
RAF_DB | 12,845 | 75% | 25% | JPG | (100 × 100) RGB-images |
JAFFE | 4489 | 75% | 25% | JPG | (128 × 128) grayscale-images |
CK+ | 4021 | 90% | 10% | PNG | (48 × 48) grayscale-images |
