Mbyllur

Retrain a Tensorflow inception_v3 model on custom dataset of 100 classes.

Hello,

I have a custom dataset of 100 image classes with ~1250 images per class in S3. I'd like you to train an inception_v3 model from scratch with these images. I can give you access to my P3.8Xlarge instance on AWS for training purposes. It has 4 V100 GPUs and I think it can complete this training in a couple of days with proper configurations and code.

Dataset might need to be cleaned for a better performance but that's up to you.

Deliverables:

1. Final trained models - .data, .meta, .index files of best model.

2. Frozen .pb of the best model mentioned in point 1.

3. Code to do inference on single images and batch images.

Expecting:

1. Preferably top 1 accuracy of 75% and I can't accept if it is less than 70%. The original model has ~75% accuracy on 1000 classes. So, I guess this shouldn't be a problem.

2. Previous knowledge in training inception v3 or similar models in Tensorflow using SLIM. Keras as frontend is also acceptable but I'd like it in SLIM.

3. Send me any of the links to your GitHub or StackOverflow.

Slim code to follow: [url removed, login to view]

Aftësitë: Big Data, Mësim automatik (Machine Learning), Python

Shihni më shumë: food 101 dataset download, food 101 keras, ethz food 101, food classification deep learning, food classification dataset, upmc food 101, uec food 256, food image recognition with deep convolutional features, I need some graphic design. Design a food truck branding, the car model is Citroen jumper white color, I prefer same starbucks c, I will Buyer Requests 100% satisfaction guaranteed (I will offer refund if you are not satisfied with my work) I will work Descr, Hello i need 100$ in NETELLER, i am ready to pay here 160$ in advance !URGENT, 100 likes and i will ideas, 100 likes and i will, wordpress custom design 100, download 100 low poly model

Rreth Punëdhënësit:
( 0 përshtypje ) Hyderabad, India

ID e Projektit: #15763403

10 freelancer dërguan një ofertë mesatare prej $635 për këtë punë

srajbr

Hello, I have previously used inception_v3 TF slim model for transfer learning. I would suggest to first download the dataset in your p3.8xlarge machine or else it will be a slow process. Relevant Skills and Experienc Më shumë

$650 USD për 10 ditë
(5 Përshtypje)
4.6
$605 USD për 10 ditë
(6 Përshtypje)
4.4
dinhfreedom

Dear, sir! I have a lot of practical experience as an expert in this field and I am very interested in this project. I hope to discuss all the details of project with you in the nearest future. I will deliver good r Më shumë

$500 USD për 10 ditë
(4 Përshtypje)
3.2
MetaoriginLab

A proposal has not yet been provided

$770 USD për 8 ditë
(4 Përshtypje)
2.2
HemenAshodia

I worked intensely in the field of AI, ML and programming and completed many projects -Audio and Video Classification -Baby cry detection -Face recognition -Deep Neural Network using RL and many more GitHub Li Më shumë

$620 USD për 7 ditë
(1 Përshtypje)
1.2
$555 USD për 10 ditë
(0 Përshtypje)
0.0
Nabeel965

Hi .. I am deep learning engineer and I have worked earlier in transfer learning and inception model using tensorflow .. let me know if you are interested

$555 USD për 7 ditë
(1 Përshtypje)
0.0
ajeetraina

We are team of Data Scientists and DevOps Engineers who are expertised in solving big data problems ,We have worked on keras along with tensorflow architecture with some of our clients Relevant Skills and Experience E Më shumë

$777 USD për 7 ditë
(0 Përshtypje)
0.0
nitinbhardwaj01

I am [url removed, login to view] from IIT-Delhi.I have trained inception model for vehicle classification and logo classification. I have also completed 4 course projects from Coursera on Deep Learning. Relevant Skills and Experience http Më shumë

$638 USD për 10 ditë
(0 Përshtypje)
0.0
jesusmvargas

A proposal has not yet been provided

$677 USD për 30 ditë
(0 Përshtypje)
0.0