I will build an opencv python computer vision prototype

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Rumanía

Hablo Rumano, Inglés, Alemán

Python Automation, Computer Vision and CAD Developer

I build focused software and CAD solutions for clients who need practical results: Python workflow automation, Excel and CSV data processing, OpenCV prototypes, and parametric Fusion 360 models. I wor...
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I will build a small, clearly scoped Python computer-vision prototype for image analysis.

Possible proof-of-concept tasks include:

  • Image preprocessing
  • Color or shape analysis
  • Contour and region detection
  • Object detection using an appropriate existing model
  • Basic classification experiments
  • Batch image processing
  • Visualizing detections or measurements

This Gig is for prototypes and experimental evaluation, not a guaranteed production system. Accuracy depends heavily on image quality, dataset size, labels, and the exact use case.

I have experience with Python, machine learning, data processing, and experimental evaluation. I will explain the approach, provide organized source code, and state the prototype's limitations clearly.

Please message me before ordering with redacted sample images, the expected output, and the intended use. Facial recognition, biometric identification, covert surveillance, unsafe uses, large custom-model training, mobile deployment, and guaranteed accuracy are not included.

Requirements

  1. Provide several representative sample images that you own or are authorized to use.
  2. Show or describe the expected output.
  3. State whether you need classification, detection, meas

API:

Microsoft Computer Vision AI

Amazon Rekognition

Experiencia:

Procesamiento de imágenes

Lenguaje de programación:

Python

MATLAB

SQL

Colab

MLflow

Herramientas:

Jupyter Notebook

opencv

OpenNN

TensorFlow

MLflow

Marcos:

Scikit-learn

Google ML Kit

keras

PyTorch

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