Skip to content

HelloKeerthana/CNN_CLASSIFICATION_happy-sad

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

15 Commits
 
 
 
 
 
 

Repository files navigation

CONVOLUTION NEURAL NETWORK TO CLASSIFY HAPPY AND SAD FACES

train:val:test = 6:2:2
precision : 1.0
recall : 0.8181818
accuracy : 0.9375

WhatsApp Image 2025-05-26 at 4 18 32 PM

Layer (type) Output Shape Param #
conv2d (Conv2D) (None, 254, 254, 16) 448
max_pooling2d (MaxPooling2D) (None, 127, 127, 16) 0
conv2d_1 (Conv2D) (None, 125, 125, 32) 4,640
max_pooling2d_1 (MaxPooling2D) (None, 62, 62, 32) 0
conv2d_2 (Conv2D) (None, 60, 60, 16) 4,624
max_pooling2d_2 (MaxPooling2D) (None, 30, 30, 16) 0
flatten (Flatten) (None, 14400) 0
dense (Dense) (None, 256) 3,686,656
dense_1 (Dense) (None, 1) 257

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published