Tensorflow classification for face. wide face vs narrow face

Imebatilisha Ilichapishwa Miaka 5 iliyopita Kulipwa wakati wa kujifungua
Imebatilisha Kulipwa wakati wa kujifungua

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

Tensorflow

Kitambulisho cha Mradi: #17639272

Kuhusu mradi

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3 wafanyakazi huru wanazabuni wastani wa $200 kwa kazi hii

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, Zaidi

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