Building a CNN model with XAI

Închis Postat la acum 3 luni S-au achitat serviciile după ce au fost prestate
Închis S-au achitat serviciile după ce au fost prestate

Project Title: Building a CNN Model with XAI

Overview:

We are seeking a skilled developer to build a Convolutional Neural Network (CNN) model with Explainable Artificial Intelligence (XAI) capabilities. The purpose of this model is image classification, and we aim to achieve an accuracy level of 90-95%.

Requirements:

1. CNN Model Development:

- Proficient in developing CNN models for image classification.

- Strong understanding of convolutional layers, pooling layers, and fully connected layers.

- Experience in optimizing CNN models for accuracy and efficiency.

2. XAI Integration:

- Intermediate level of understanding of Explainable Artificial Intelligence (XAI) techniques.

- Familiarity with XAI methods such as attention mechanisms, saliency maps, and feature visualization.

- Ability to integrate XAI techniques into the CNN model to provide explanations for classification decisions.

3. Dataset Preparation:

- Skilled in data preprocessing techniques for image datasets.

- Experience in data augmentation to enhance model performance.

- Ability to handle large and diverse datasets for training and testing.

4. Model Evaluation and Optimization:

- Proficient in evaluating model performance using appropriate metrics.

- Experience in fine-tuning CNN models to improve accuracy.

- Knowledge

Deep Learning Computer Vision Neural Networks Python NumPy

ID Proiect: #37460576

Detalii despre proiect

32 propuneri Proiect la distanță Activ acum 2 luni

32 freelanceri plasează o ofertă medie de 177$ pentru proiect

omnamasshivay

yeah i have worked with the CNN model as u can look my profile so i can develop it ready to start work from now

$1000 USD în 2 zile
(10 recenzii)
5.1
Zied130

Hi there! My name is Zied and I'm a Python and Mathematician with extensive professional experience in the field of development. I specialize in developing neural network models for image classification, specifically w Mai multe

$140 USD în 7 zile
(69 recenzii)
5.4
gm341473

I understand that you are seeking a skilled developer to build a Convolutional Neural Network (CNN) model with Explainable Artificial Intelligence (XAI) capabilities. Specifically, you are looking for an individual who Mai multe

$140 USD în 2 zile
(19 recenzii)
5.1
Techalchemy

Hello, my name is Ram and I'm a skilled Python developer with 8+ years of software development experience. I am confident that I can assist you in building a CNN model with XAI capabilities. Specifically, I understand Mai multe

$140 USD în 7 zile
(9 recenzii)
4.4
vorasiddh4it

I have read project requirements to build a Convolutional Neural Network (CNN) model with Explainable Artificial Intelligence (XAI) capabilities. The purpose of this model is image classification, and we aim to achieve Mai multe

$250 USD în 7 zile
(7 recenzii)
4.7
MQamar123

We understand that building a CNN model with XAI capabilities is a challenging task. However, our team is well-versed in the required aspects of model development such as convolutional layers, pooling layers, and fully Mai multe

$30 USD în 7 zile
(9 recenzii)
4.7
braincenter

Hello, I am delighted to have come across your project post and express my sincere interest in working with you. As an experienced contractor, I am confident that I possess the skills and expertise required to deliver Mai multe

$200 USD în 7 zile
(13 recenzii)
4.4
branislav2323

Hi, I have rich experience with Convolutional Neural Network and I wanna join your company. I have extensive experience with Convolutional Neural Networks such as VGG16 and ResNet and I built several projects. My last Mai multe

$140 USD în 7 zile
(1 părere)
2.6
bobanmitrovicfre

Dear Client. I hope you are doing well. As a Senior Python Developer. I have rich experience with Python, ML, Deep Learning, CNN. I can finish your project ASAP. please discuss more detail through chat, Thanks.

$140 USD în 7 zile
(2 recenzii)
2.8
HelpingHut

I am damn sure that I can complete this project "Building a CNN model with XAI" beyond your expectations and within your given time and budget. I am a Ph.D. degree holder with more than 10 years of experience in acad Mai multe

$30 USD în 1 zi
(2 recenzii)
2.4
amolfreelancing

I am proficient with Python, CNN and will assist you perfectly with the requirements, let me know when we can connect to discuss this further and get started working on it ASAP. Looking forward to working with yo

$300 USD în 4 zile
(7 recenzii)
3.2
manthandataguy

Hello there! My name is Manthan and I'm a skilled data scientist with a year of experience in the field. I have the necessary skills, experience, and attitude to help you build a CNN model with XAI capabilities and ac Mai multe

$250 USD în 7 zile
(2 recenzii)
2.3
Yevgeny1977

Hi Malshivin V., I’ve carefully checked your project ....................Building a CNN model with XAI.................. and really interested in this job. I have rich experienced in NumPy, Computer Vision, Deep Learn Mai multe

$100 USD în 3 zile
(0 recenzii)
0.0
TopWritingGuru

Building a CNN model with XAI My name is Rabia Faisal, I am working in the writing industry since 2011. During this time, I have served countless clients with a full amount of satisfaction by providing them with TOP Q Mai multe

$30 USD în 1 zi
(0 recenzii)
0.0
SolutionMart

Building a CNN model with XAI My name is "Usama Safdar" and I am a Ph.D degree holder which means I am highly-capable to tackle this project "Content Editor " with 100 percent accuracy. I am a professional writer w Mai multe

$30 USD în 1 zi
(0 recenzii)
0.0
MarkMemphis

Dear Malshivin V., I prefer Taiwan clients. This project seems a piece of cake for me. I finished exactly the same work a month ago. I have deep experience on Python, Neural Networks, NumPy, Computer Vision, Deep L Mai multe

$110 USD în 3 zile
(0 recenzii)
0.0
DenysMikulin

Looking at your description, I believe I am the perfect fit for this project. As a skilled developer with extensive experience in end-to-end development using ReactJS, AngularJS, and Typescript, I am confident that I c Mai multe

$300 USD în 7 zile
(0 recenzii)
0.0
InnovationExpert

Building a CNN model with XAI Hi, I am a Chartered Financial Analyst who is working in a reputable accounting firm for the past 3 years, thus having great experience of these subjects in the practical world. Now, I a Mai multe

$30 USD în 1 zi
(0 recenzii)
0.0
WritingLabb

Building a CNN model with XAI I am Minahil Hameed with a vast amount of experience in multiple fields like; Finance & Economics, Accounting & Cost Accounting, Business & Management, and Taxation & Auditing. I have ach Mai multe

$30 USD în 1 zi
(0 recenzii)
0.0
FineIdeas

✦✦100% Marks Guaranteed!✦✦ I have over 5 years of experience as an "Engineer and Mathematician". I am ready to deliver solutions that stand out in terms of quality and precision within your given deadline and budget Mai multe

$30 USD în 1 zi
(0 recenzii)
0.0