Train different versions of Computer Vision models to achieve higher accuracy (Yolo, FasterR-CNN, etc.)
100 USD I am looking for an experienced ML/DL engineer specializing in computer vision to quickly complete this task.
This task is for you if you confidently work with TensorFlow / PyTorch for training models like Yolo, Faster R-CNN, SSD, EfficientDet, etc.
The dataset is already available. Accompanying scientific publications are also available.
The main essence of the task is to write a model that will show higher accuracy than the publication from 2023 (there mAP20-95 - 65%, we need to achieve at least 70%).
Additionally, train other models for analysis and comparison.
You can either develop a full-fledged project in Python or use Jupyter Notebooks.
It is important that after each training, testing and validation are conducted, and specific examples of the model's work are provided.
We can adjust the specific action plan.
Client's review of cooperation with Illia Antipiev
Train different versions of Computer Vision models to achieve higher accuracy (Yolo, FasterR-CNN, etc.)All assigned tasks were completed quickly and efficiently. The results turned out even better than expected. Ilya was always in touch and kept me updated on the project's progress. A wonderful professional, I recommend him for collaboration.
Freelancer's review of cooperation with Oleg Koval
Train different versions of Computer Vision models to achieve higher accuracy (Yolo, FasterR-CNN, etc.)clear task, provided materials, very good communication
thank you for the cooperation 🙂
-
Winning proposal5 days100 USD
2248 63 2 2 Winning proposal5 days100 USD
Hello
If it is really possible to achieve such accuracy with your data - then I will do it
I have experience with many models in both classification and object detection
-
4 days156 USD
310 4 days156 USD
👋 Good day!
I am an ML/DL engineer with experience in computer vision and deep learning. I work with PyTorch and TensorFlow, and I have practice in implementing and optimizing YOLO, Faster R-CNN, SSD, EfficientDet models.
✅ Your task is clear: to increase the model's accuracy (mAP ≥70%), conduct experiments with different architectures, and provide results with testing/validation and examples of work.
✅ I have experience working with Jupyter Notebook and developing complete projects in Python.
✅ I am ready to agree on an action plan and implement the solution within the specified deadlines.
I would be happy to discuss the details of our collaboration! 🚀
Current freelance projects in the category AI & Machine Learning
Build a customer classification model1. There is client data in Mongo/SQL (approximately 20,000 entries with raw data). 2. It is necessary to build features and a classification model of clients into behavioral groups based on this data. 3. The project should be completed in Python. AI & Machine Learning, Python ∙ 21 hours 23 minutes back ∙ 28 proposals |
Integration of dental scanner modules into CRM
601 USD
We have developed a CRM system for interaction with dentists and laboratories. It is necessary to integrate services like iTero, Sirona, Medit, and others so that files are pulled automatically. AI & Machine Learning, Java ∙ 23 hours 8 minutes back ∙ 19 proposals |
Create a team of AI agentsI want to create a team of AI agents that will help in everyday life, control business processes, analyze reports, etc. AI & Machine Learning ∙ 1 day 1 hour back ∙ 25 proposals |
IT Automation of VAT Reporting
223 USD
It is necessary to develop a system for automating the transfer of sales data from the CRM to the accounting system Wafeq. The system should import bank and payment reports, automatically reconcile payments with invoices, generate invoices for VAT reporting, and minimize manual… AI & Machine Learning, Python ∙ 1 day 2 hours back ∙ 38 proposals |
Development of a sales AI agent for an online store on PrestaShop 1.6 with KeyCRM integrationWe are looking for a developer or a small team to create an AI sales consultant for an online store of educational literature. The site runs on PrestaShop 1.6, CRM — KeyCRM. We need not an ordinary chatbot with ready-made answers, but an AI seller that will help the customer… AI & Machine Learning, Online Stores & E-commerce ∙ 1 day 8 hours back ∙ 37 proposals |
Lvov