How to test whether two images are identical face? about insightface_tf HOT 3 CLOSED

Please reference eval_ckpt_file.py.

from insightface_tf.

Hello. First, thanks for good projects! 👍

I cloned it and download pretrained "model A".
But I wonder how to test whether two images are identical face?

Here is my code.

sess = tf.Session()    
saver = tf.train.import_meta_graph('./pretrained_models/InsightFace_iter_1060000.ckpt.meta')
saver.restore(sess, './pretrained_models/InsightFace_iter_1060000.ckpt')

input_images = tf.get_default_graph().get_tensor_by_name('img_inputs:0')

image = Image.open('./test_image.jpg')
image = image.resize((112, 112))

images = [np.array(image)]

outputs = sess.run('arcface_loss/embedding_weights:0', feed_dict={input_images: images})    

But the output shape is always (512, 85164)

Would you let me know how to test images?
Thanks!

Can you please share the pretrained weights you have used via Google Drive?

from insightface_tf.

Hello. First, thanks for good projects! 👍

I cloned it and download pretrained "model A". But I wonder how to test whether two images are identical face?

Here is my code.

sess = tf.Session()    
saver = tf.train.import_meta_graph('./pretrained_models/InsightFace_iter_1060000.ckpt.meta')
saver.restore(sess, './pretrained_models/InsightFace_iter_1060000.ckpt')

input_images = tf.get_default_graph().get_tensor_by_name('img_inputs:0')

image = Image.open('./test_image.jpg')
image = image.resize((112, 112))

images = [np.array(image)]

outputs = sess.run('arcface_loss/embedding_weights:0', feed_dict={input_images: images})    

But the output shape is always (512, 85164)

Would you let me know how to test images? Thanks!

Have you resolve this problem? I want to compare two faces's dist to determine whether two images are identical face,too!

from insightface_tf.