Keras - customize pre-trained model (vgg16, vgg19, resent ,MobileNet)

I am using pertained models (vgg16, vgg19, resent ,MobileNet)

I have 2 different dataset with below details ,

1. Dataset1: the data is divided in the folders, each contains the label. for example, Folder1 named cat: contains all cats images… Folder2 name Dog: contains all dog images.

2. Dataset2: all the data are located in one folder, the is .csv file which contain image_name and their lables.

I want the following to be done:

1. read all images

2. predict them using those pertained models (vgg16, vgg19, resent ,MobileNet)

3. save the result of the prediction , for each image , for each model

4. in new variable calculate the commutative prediction value for all (vgg16, vgg19, resent ,MobileNet)

5. The program should support any kind of images (including .pgm and .jpg formate )

6. The program should support gray and RGB images (write a function/class to check the input images and convert them to the format supported by those models if needed)

7. the model should divided into functions for easiest monitoring and modifications if needed

8. write the comment is each line showing the purpose of their use.

9. each dataset will have its own .py file

10. using keras

in the end, I need a session to describe the code for me.

The price is FIXED,, Thank you for cooperation.

Keahlian: Image Processing, Keras, Pembelajaran Mesin, Python

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Tentang Pemberi kerja:
( 36 ulasan ) Jeddah, Saudi Arabia

ID Proyek: #18201135

7 freelancer menawar dengan rata-rata $92 untuk pekerjaan ini


Hello, there, I am very happy to put my bid on your project. I am an expert of neural network and senior python developer, so I am interested in and confident to do this project. I hope to discuss everything of the Lebih banyak

$100 USD dalam 10 hari
(53 Ulasan)

typing.. ...................................... ...................

$90 USD dalam 3 hari
(12 Ulasan)

Hi, there! I am interested in your project. I have extensive experience in image processing and computer vision such as object detection, image recognition, pattern matching, image classification, real time object tr Lebih banyak

$100 USD dalam 10 hari
(15 Ulasan)

Hi, there - My name is Phong. I read your job description and I am very interested in this project because I have good experience with pytorch cnn such as resnet, vgg, mobilenet etc. I would love to speak with you fu Lebih banyak

$100 USD dalam 2 hari
(23 Ulasan)

Hi, i’m an expert in deep learning and machine learning techniques. I’ve worked on same kind of jobs before. Please check my profile for more information and feel free to contact me. Regards Žiga

$100 USD dalam 2 hari
(6 Ulasan)

consider it done lets discuss the details and start working on that right now hope to listen from you soon

$80 USD dalam 2 hari
(8 Ulasan)

I'm a freshly graduated machine learning engineer, i'm experienced with the pre-trained models and will help fulfil this project

$77 USD dalam 3 hari
(0 Ulasan)