Find Jobs
Hire Freelancers

Active Learning via TransferLearning, Tensorflow Keras

$20-30 SGD / hour

완료함
게시됨 2년 이상 전

$20-30 SGD / hour

Given a training set of y images where y >>>x, where x is c percentage of y. Evaluate performance by conduct testing on (providing confusion matrix and validation accuracy graphs) Case 1: All labelled y images Case 2: All labelled x images using random sampling Case 3: All labelled x images using active learning algorithms including least confidence, margin sampling, highest entropy and many more Case 4: All labelled x images, but varying c value Image Dataset is CIFAR10. Please use image generator method and load files by their image path (via a csv file) by cloning the images here [login to view URL] A sample code, though not working fully is attached. Please use EfficientNet for transfer learning.
프로젝트 ID: 30919521

프로젝트 정보

10 제안서
원격근무 프로젝트
활동 중 3년 전

돈을 좀 벌 생각이십니까?

프리랜서 입찰의 이점

예산 및 기간 설정
작업 결과에 대한 급여 수급
제안의 개요를 자세히 쓰세요
무료로 프로젝트에 신청하고 입찰할 수 있습니다
프로젝트를 수여된 사용자:
사용자 아바타
Hello, I am a data scientist with strong background in machine learning and statistics and more than 3 years in building complex ML systems. In my past work, I have managed teams of people to work on every steps of the project, from data collection, data exploration, feature extraction, building model, evaluating using different metrics to build API to serve more than 5 millions requests/day. My tools include Python, Tensorflow/keras, Tensorflow Lite for Android, Numpy, Pandas, OpenCV, AWS (for deploying and monitoring model) as well as many visualization tools like matplotlib, seaborn, etcs. I already have experience working on active learning for extremely skewed datasets so, I am confident that I can help you on this. Please send me more detail about the project so that I can further assist you on this. I am looking forward to hearing back from you. PS: I am currently living in the US and can only commit 15hrs/week. Thanks. Dat
$150 SGD 2일에
5.0 (21 건의 리뷰)
5.5
5.5
10 이 프로젝트에 프리랜서들의 평균 입찰은 $38 SGD입니다./시간
사용자 아바타
Hello, I hope this finds you well. I have just seen your project requiring; Python Machine Learning (ML) I believe that my 10-year experience in this field is what you need right away. Avoid the headache of looking further. Let's save time and focus on the real task. My proposed timelines and budget are just placeholder and an open for negotiation to increase or decrease as per the full requirements at hand. Allow me to prove how better my review can be. Smile all the way! Click the message button, so initiate the conversation. Regards, Fridah
$25 SGD 40일에
4.3 (19 건의 리뷰)
5.8
5.8
사용자 아바타
Hello, Dear Client. Thanks for your posting! I am a machine learning expert with over 10 years of experience in tensorflow, darknet, keras, pytorch, opencv and open vino, etc. I have developed lots of LPR projects for several countries such as United States, United Kingdom, Germany, France, etc. Also, I have developed lots of image detection and recognition projects such as intrusion detection, emotion detection, OCR, age, gender estimation, style transfer, satellite image processing, python flask server and so on. If you response my bid I will send you my image processing Demos and I can finish your task and deliver you perfectly. Also, you can know my ability enough. Good relationship with client is more important than money for me. So I will work with low price for our long-term relationship. I sincerely hope this project would be first step in long term relationship with you. Let's share our idea. Looking forward to hear from you soon. Best Regard
$25 SGD 40일에
4.6 (16 건의 리뷰)
5.2
5.2
사용자 아바타
Hello, I have rich experience with python and ML. I read through the job details extremely carefully and I am absolutely sure that I can do the project very well. Please feel free to contact me, and will be waiting for more details about your project. Best regards.
$25 SGD 40일에
5.0 (14 건의 리뷰)
4.3
4.3
사용자 아바타
⭐⭐⭐Dear Client⭐⭐⭐ I am really confident in Python. As a senior full-stack developer, I have been working several projects for 7 years by using Python. So I'm very interested in your project because I have rich experiences. I am sure you will be satisfied with my work. Please send me a message so that we can discuss more. Looking forward to hearing from you soon. Best Regards,
$25 SGD 40일에
5.0 (5 건의 리뷰)
3.7
3.7
사용자 아바타
Hi, Sir. I have gone through your project details. I can do your project perfectly as I am an expert in Python Deep Learning. Please contact me, and I will do your project with the best quality. Thanks.
$25 SGD 40일에
2.9 (3 건의 리뷰)
4.0
4.0

고객에 대한 정보

국기 (SINGAPORE)
Singapore, Singapore
3.0
2
결제 수단 확인
7월 25, 2020부터 회원입니다

고객 확인

감사합니다! 무료 크레딧을 신청할 수 있는 링크를 이메일로 보내드렸습니다.
이메일을 보내는 동안 문제가 발생했습니다. 다시 시도해 주세요.
등록 사용자 전체 등록 건수(일자리)
Freelancer ® is a registered Trademark of Freelancer Technology Pty Limited (ACN 142 189 759)
Copyright © 2024 Freelancer Technology Pty Limited (ACN 142 189 759)
미리 보기 화면을 준비 중...
위치 정보 관련 접근권이 허용되었습니다.
고객님의 로그인 세션이 만료되어, 자동으로 로그아웃 처리가 되었습니다. 다시 로그인하여 주십시오.