Computer Vision AI Program Development
Budget: $250 – $750 CAD
I need a mid-scope computer vision program built from scratch. The core goal is to ingest image or video data and produce meaningful, automated insights. I’m open to whether the solution focuses on image classification, object detection, or full image segmentation—whichever best fits the problem we identify together once you review my data and target use case.
Here’s what I expect:
• A working prototype that runs locally or in the cloud, complete with model training scripts, inference pipeline, and clear instructions (README).
• Well-structured, commented code in Python, leveraging common libraries such as PyTorch or TensorFlow, plus OpenCV for preprocessing.
• A concise report outlining data preparation steps, model architecture, training metrics, and next-step recommendations.
Accuracy, reproducibility, and clean code matter more to me than a glossy UI at this stage. If you have prior experience tailoring computer vision models to domains like medical imaging, surveillance, or retail analytics, let me know—your insight will help steer the project in the right direction.
Here’s what I expect:
• A working prototype that runs locally or in the cloud, complete with model training scripts, inference pipeline, and clear instructions (README).
• Well-structured, commented code in Python, leveraging common libraries such as PyTorch or TensorFlow, plus OpenCV for preprocessing.
• A concise report outlining data preparation steps, model architecture, training metrics, and next-step recommendations.
Accuracy, reproducibility, and clean code matter more to me than a glossy UI at this stage. If you have prior experience tailoring computer vision models to domains like medical imaging, surveillance, or retail analytics, let me know—your insight will help steer the project in the right direction.