Information Technology
Full-Time
vpm info tech
Overview
Job Summary:
We are looking for a passionate and experienced Python Developer with strong skills in Computer Vision, OCR, Object Detection (YOLO), and GUI application development using Tkinter. The ideal candidate will work on end-to-end solutions that involve processing images and videos in real-time, designing intuitive GUIs, and integrating AI-powered vision models.
Key Responsibilities:
- Develop and maintain computer vision applications using OpenCV (cv2) and NumPy.
- Design and build responsive desktop GUIs using Tkinter.
- Integrate and optimize YOLO-based object detection systems (YOLOv5, YOLOv8, or YOLO-NAS).
- Implement OCR pipelines using libraries like Tesseract OCR, EasyOCR, or similar.
- Handle real-time image/video feeds (including RTSP streams).
- Use multi-threading (threading module) to manage background processing without blocking the GUI.
- Save and load models/configurations using pickle.
- Collaborate with AI/ML engineers to deploy custom-trained models.
- Optimize performance for speed and accuracy across various devices (including edge devices).
- Maintain codebase with good documentation and version control (Git).
Required Skills:
- Strong programming experience with Python.
- Deep knowledge of OpenCV (cv2) for video/image processing.
- GUI development expertise using Tkinter.
- Object detection model integration using YOLO (You Only Look Once).
- Experience in OCR using tools like Tesseract, EasyOCR, etc.
- Excellent understanding of NumPy operations.
- Serialization/deserialization with pickle.
- Multithreading for parallel and non-blocking operations.
- Familiarity with camera streams (USB/IP/RTSP).
Nice to Have:
- Experience with TensorFlow, PyTorch, or ONNX model integration.
- Exposure to PyQt or other Python GUI frameworks.
- Familiarity with Raspberry Pi or embedded systems.
- Knowledge of image pre-processing techniques to improve OCR accuracy.
- Hands-on experience with Docker and deployment tools.
Job Type: Full-time
Pay: ₹18,000.00 - ₹25,000.00 per month
Benefits:
- Cell phone reimbursement
Location Type:
- In-person
Schedule:
- Day shift
Experience:
- Python: 2 years (Required)
Work Location: In person
Speak with the employer
+91 9514347734
Similar Jobs
View All
Talk to us
Feel free to call, email, or hit us up on our social media accounts.
Email
info@antaltechjobs.in