Annulleret

Tensorflow classification for face. wide face vs narrow face

Dear ML expert,

I am working on a challenging task of classifying wide-face vs narrow-face. I have a database with 800+ samples in each category.

The validation-accuracy I could achieve with inception-V3 is 68%, without data augmentation. With data augmentation, it is at 79%. However this validation-accuracy is not sufficient because using the generated model, some of the test images fails.

If you can help me with this challenge, please bid. I will share the database so that you can give a try. The couple of requirements are as follows.

1) model size needed to be less than 85MB

2) Only Tensorflow can be used

3) All test images need to pass (10 of them)

4) validation-accuracy needed to be above 90%

5) It is not possible to get any more samples

Thankyou.

Happy bidding

Evner: Tensorflow

Se mere: photoshop face effects, change photo face online, face photo edit 900, face famouse, face creator, edit face picture using photoshop, nice face, nice face girls, funny face, cat face line art, face hole, face classification matlab, face classification using random forest matlab, face classification random forest, face classification using gabor wavelets random forest, Face Recognition Engine(2016.10.4), Face image classification, face only, face recognition using SIFT technique and classification using Neural networks

Om arbejdsgiveren:
( 162 bedømmelser ) United States, Korea, Republic of

Projekt ID: #17639272

3 freelancere byder i gennemsnit $200 på dette job

CROlakiluk

Hi, I would love to join this challenge, since I do work on Tensorflow for last two years with slight focus to visual content classification/tracking (CNNs). As I can see, you did use pre-trained model Inception Flere

$150 USD in 7 dage
(2 bedømmelser)
2.5
JunaidKhalid98

I have ample experience in ML and use Tensorflow and Keras most of the time. I think I can help you in increasing your accuracy but it will take almost a week which is why I have set the delivery date in the bid to be Flere

$250 USD in 10 dage
(2 bedømmelser)
1.2
iamyoda

Hi there, I have been working on tensorflow and Keras for past 3 years and have developed many image recognition model. For your problem, I would recommend building a custom model and optimising it for your data, Flere

$200 USD in 3 dage
(0 bedømmelser)
0.0