
Build a computer vision model using deep learning
Delivery in
4 days
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What you get with this Offer
Do you need to analyse images or videos automatically?
I will build a custom Computer Vision proof of concept using Deep Learning, Python, PyTorch and OpenCV. The solution will be tailored to one clearly defined business use case.
This offer can be used for:
• Image classification
• Object detection
• Object counting
• Basic visual inspection
• OCR and text extraction from images
• Image or video analysis
What is included:
• Analysis of your use case and sample data
• One custom Computer Vision prototype
• Model training, configuration or adaptation to your task
• Performance evaluation with relevant metrics
• Clean and documented Python source code
• A simple README explaining how to run the solution
• One revision for minor adjustments
The base offer covers one use case and one input type: images or video. Advanced requirements such as real-time tracking, a web dashboard, API deployment, large-scale dataset annotation or cloud hosting can be added as extras.
I will build a custom Computer Vision proof of concept using Deep Learning, Python, PyTorch and OpenCV. The solution will be tailored to one clearly defined business use case.
This offer can be used for:
• Image classification
• Object detection
• Object counting
• Basic visual inspection
• OCR and text extraction from images
• Image or video analysis
What is included:
• Analysis of your use case and sample data
• One custom Computer Vision prototype
• Model training, configuration or adaptation to your task
• Performance evaluation with relevant metrics
• Clean and documented Python source code
• A simple README explaining how to run the solution
• One revision for minor adjustments
The base offer covers one use case and one input type: images or video. Advanced requirements such as real-time tracking, a web dashboard, API deployment, large-scale dataset annotation or cloud hosting can be added as extras.
Get more with Offer Add-ons
-
I can deploy the computer vision model as a FastAPI and Docker API
Additional 2 working days
+$90 -
I can create a simple Streamlit dashboard for image or video analysis
Additional 1 working day
+$60 -
I can add object tracking and counting
Additional 1 working day
+$50
What the Freelancer needs to start the work
Please provide:
A clear description of the problem and expected output
Sample images or videos
The objects or classes to detect/classify
Any available labelled dataset or annotation format
A reference example of the desired result
Your preferred deployment environment, if applicable
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