Budget: 200 EUR Deadline: 1 day
Hello, I have extensive experience in the field of machine learning, ready to complete all this and provide a detailed report. Waiting for a private message, let's discuss all the details)
Budget: 220 EUR Deadline: 20 days
Creation of Models and Pipeline Configuration for Repositories and Articles
Projects:
Project 1: fashn-AI/tryondiffusion
Article
Project 2: tryonlabs/tryondiffusion
Article
Scope of Work:
Project setup and installation:
Cloning repositories from GitHub.
Installation of required libraries and dependencies.
Configuration of environment on Jupyter Notebook, Python file, or Google Colab.
Building models:
Implementation of Unet and other required models that take the following input data:
Image
Clothing mask
Person mask
JSON joints
Joints map
Preparing pipeline for model training:
Configuration of input data processing pipeline.
Preparing pipeline for model training.
Automation of data processing and preparation process.
Explanation of dataset requirements:
Identification and description of necessary datasets for initial training.
Preparation of guidelines for data formatting and preprocessing.
Initiating the first model training:
Initiation of model training process on prepared dataset.
Monitoring training process and saving results.
Results evaluation:
Analysis of results from initial training.
Explanation of results evaluation processes:
Preparing input data.
Model training process.
Results processing.
Results evaluation and interpretation.
Model optimization.
Configuration of pipeline for automatic creation of input data for inference:
Automation of input data generation based on defined parameters.
Setting up inference pipeline that automatically processes new input data.
Work Schedule:
Stage 1: Cloning repositories and environment setup - 2 days
Stage 2: Model implementation - 4 days
Stage 3: Training pipeline configuration - 3 days
Stage 4: Dataset preparation and description - 2 days
Stage 5: Initiating first training - 3 days
Stage 6: Results evaluation and optimization - 3 days
Stage 7: Configuration of automatic inference pipeline - 3 days
Cost Estimate:
Total work time: 20 days
Total cost: 1000 PLN
My Experience:
I am an experienced IT freelancer with a rich portfolio of projects in the IT industry. I have years of experience working with various technologies and programming tools.
