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Machine Learning model Optimisation/Compression (Python API)

We are looking for a skilled Python developer with previous exposure to machine learning frameworks such as Tensorflow, Keras, Scikit or others.

The project consists of the development of a Python based library for machine learning model optimisation. Specifically, the ability to compress a given model reducing its memory footprint (size) and speed up inference time (speed).

The library will provide general implementations of different compression techniques and will be used as part of a wider ML platform via a Python based API.

This project consists of the following high level tasks:

- Definition of a simple API for the compression library (a series of Python abstract classes)

- Implementation of the 'Knowledge Transfer' compression technique

- Implementation of the 'Absolute Value Pruning' compression technique

The python developer would be provided with a single point of contact to coordinate development and clarify requirements.

Kemahiran: Keras, Machine Learning (ML), Python

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Tentang Majikan:
( 0 ulasan ) Los Angeles, United States

ID Projek: #19697381

36 pekerja bebas membida secara purata $23/jam untuk pekerjaan ini

mingxiao2008

Hello, Dear How are you? I have read your project description and am ready for discussing as PYthon developer. I have experienced in developing Keras, Machine Learning (ML), Python. I will work very hard and best Lagi

$27 USD / jam
(51 Ulasan)
7.0
widadsaghir1993

Hello sir. As a machine learning and deep learning expert, I'm glad to see your project. If you check my profile, you can see I have deep knowledge in machine/deep learning algorithms. I also have finished many projec Lagi

$25 USD / jam
(95 Ulasan)
7.1
edecena75

Hi there... I am interested in your project. I am Python and Machine Learning specialist, certified by Freelancer. I fully understand your requirements and I am sure I can help you. Please, let's discuss details about Lagi

$25 USD / jam
(78 Ulasan)
6.3
peng72083

Hello, how are you? I'm a senior web developer and I have rich experience in Python based machine learning development. Especially I'm very proficient in computer vision and Tensorflow, deep learning etc. I always Lagi

$22 USD / jam
(26 Ulasan)
6.4
dinhfreedom

Dear sir. Your project attracted my attention at first glance, because I've extensive experience in Machine Learning Model Optimization Programming. I'm really confident about your project, and very eager to join you Lagi

$20 USD / jam
(63 Ulasan)
6.4
schoudhary1553

Hello, I have gone through your job posting and become very much interested to work with you. I am an expert in this field. I have already completed several projects like this. For evidence you can see my profile. Pl Lagi

$40 USD / jam
(29 Ulasan)
5.8
uzairrzahid

Hi. My name is Uzair.I did my masters in Electrical Engineering. I have done my thesis in biomedical signal processing and Machine learning. I have more than 3 years of experience in Python/MATLAB specially in Machine Lagi

$20 USD / jam
(44 Ulasan)
5.8
abhilashtv

Hi, ➲ 10+ years of full-time experience in Python / Django with 50,000+ Upwork hours billed and 50+ successful Python projects ➲ Upwork Top 10 Certification for Python and Django ➲ Guaranteed Results Policy: Pay onl Lagi

$15 USD / jam
(13 Ulasan)
5.5
kingCzar

hi friend, I am a machine learning specialist that has completed multiple advance projects here and on guru. I also worked for a German company as a machine learner and data scientist. to sum it all up my projects, for Lagi

$35 USD / jam
(7 Ulasan)
5.0
suyashdhoot

Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several comp Lagi

$50 USD / jam
(24 Ulasan)
5.6
muller1998926

Hello, dear! I am interested in your project. I have extensive experience in compression using tesnorflow/Keras/CNN/LSTM/RNN/Scikit-learn. As a developer with rich experience, I am confident about your project. I will Lagi

$20 USD / jam
(10 Ulasan)
4.9
eng400

Hi,i'm a data scientist with a BS degree in computer science i will do your task as fast as i can and i will achieve it exactly as you want,don't worry about any thing contact me for discussion

$22 USD / jam
(16 Ulasan)
3.7
milton06de

Dear sir I am a computer vision researcher. Please, check my cide in [login to view URL] I know many techniques to minize the model size. I could easily apply many techniques and find which is best for you. Regards M Lagi

$15 USD / jam
(6 Ulasan)
3.7
ateirelbar

I'm interested in this project. I have been developing in python for 6 years, and have used all 3 of those frameworks/libraries. I have done pruning and knowledge transfer but for specific tasks not as a general purp Lagi

$15 USD / jam
(2 Ulasan)
3.3
cindcoder

Hi, there. I have read your project description carefully. I'd like to with you on this project if possible! My name is Filipp and I am a talented computer scientist with nearly of experience. I have rich experie Lagi

$22 USD / jam
(3 Ulasan)
3.0
ZhenG2019

A true Python expert awaits you. ------------------------------------------------------------------------------------------------------------------------------------ Dear Sir. Thanks for your Posting. First, See you my Lagi

$20 USD / jam
(3 Ulasan)
3.0
crocodile305

[login to view URL] I saw your project description carefully and i'm very interesting your project. I have rich experience in python so i think i can do your project. But i have some question about your project. If u have enoug Lagi

$22 USD / jam
(2 Ulasan)
2.9
JackWebScrapper

I have done similar work. Just ping me the project details, I will give you the python script with proper documentation.

$20 USD / jam
(2 Ulasan)
2.7
tascoin

Hi Sir/Ma'am, I'm really interested in this job and ready to discuss with you. I have more than a decade years of experience in Python (Selenium, Django, OpenCV, Flask etc...) based Block Chain Crypto Exchange, bot, Lagi

$20 USD / jam
(2 Ulasan)
2.4
mituld

Hi i can work for Machine Learning model Optimisation/Compression (Python API) Dear Client,Hope you doing well. I have gone through your requirement and as per my previous work experience i am ready to start w Lagi

$15 USD / jam
(1 Ulasan)
2.4