Object Detection & Defect Analysis Software
Budget: $750 – $1,500 USD
I'm in need of a skilled C++/Python and OpenCV expert to help develop object detection and defect finding software. Here's a detailed description of what the project entails:
- **Programming Language:**
- You should be proficient in Python. While C++ can be beneficial, it's not a primary requirement for this project.
- **Object Detection:**
- The software will need to precisely recognize and locate various manufacturing parts. This will require a deep understanding of designing and implementing object detection algorithms.
- **Defect Finding:**
- The software will also need to identify common defects in manufacturing parts. These include cracks, scratches, and misalignments. The defect-finding algorithm should be robust and sensitive to the specific defects mentioned.
You should be adept at using OpenCV for image processing and have a good grasp of machine learning concepts to help design and optimize the object detection and defect analysis algorithms. Your ability to write clean, efficient, and well-documented code will be much appreciated.
If you have experience in similar projects or can demonstrate prior work that aligns with these requirements, I'd love to hear from you.
- **Programming Language:**
- You should be proficient in Python. While C++ can be beneficial, it's not a primary requirement for this project.
- **Object Detection:**
- The software will need to precisely recognize and locate various manufacturing parts. This will require a deep understanding of designing and implementing object detection algorithms.
- **Defect Finding:**
- The software will also need to identify common defects in manufacturing parts. These include cracks, scratches, and misalignments. The defect-finding algorithm should be robust and sensitive to the specific defects mentioned.
You should be adept at using OpenCV for image processing and have a good grasp of machine learning concepts to help design and optimize the object detection and defect analysis algorithms. Your ability to write clean, efficient, and well-documented code will be much appreciated.
If you have experience in similar projects or can demonstrate prior work that aligns with these requirements, I'd love to hear from you.