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We are looking for a skilled programmer to join our team for a project that involves computer vision, web application development, and document generation. The ideal candidate will have experience with Python, OpenCV, Django, Bootstrap (frontend), and HTML5 canvas, along with proficiency in using Label Studio for annotating images and training machine learning models. Experience with PyTorch (beginner level) is also required.
Responsibilities:
- Annotate siteplan images using Label Studio for training the YOLOv8 model.
- Develop a Python-based application using Django to process siteplan images and detect various components of the siteplan.
- Integrate the YOLOv8 model with the application to perform real-time detection of siteplan components.
- Create a PDF report of detected components using jsPDF.
- Collaborate with the team to ensure the application meets project requirements.
Required Skills:
- Python (including Django framework)
- OpenCV (experience)
- Computer vision (experience with YOLOv8)
- HTML5 Canvas
- Bootstrap (frontend development)
- Label Studio for image annotation
- jsPDF for PDF report generation
- Strong problem-solving and debugging skills
Experience:
- Minimum 1 year of experience in a related field.
Salary:
- 45,000 PKR per month.
Preferred Skills:
- Experience with training machine learning models, specifically YOLOv8
- PyTorch (beginner level)
- Familiarity with deploying computer vision models in web applications
Job Details
AA Solutions
AA Solutions offers premier IT and AI solution services, completing 20 successful freelance projects and receiving 16 positive testimonials in its first year. Operating remotely, AA Solutions is dedicated to delivering innovative technology solutions.
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