GestureTech Innovations
Budget: $30 – $250 USD
I'm in need of an experienced computer vision developer or team to create a cutting-edge application that leverages computer vision technologies for gesture recognition. This project involves the classification, detection, tracing, and segmentation of specific gestures - namely hand waving, and an interesting challenge, the detection of street banner installation activities. I need a summary of the application field, data type, data no, and details for each dataset; framework (tensorflow, keras, pytorch); architecture (ex. yolo, ResNet, pre-trained); MI output results, score and reports, in addition to the actual data db.
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**Core Project Requirements:**
- The system must proficiently identify and classify 'hand waving' gestures and activities akin to 'street banner installations'.
- It needs to run seamlessly on both Windows and Linux platforms, ensuring a broad usability range.
**Ideal Skills and Experience for the Job:**
- Proficiency in Python, as it's the preferred programming language for this project.
- Strong background in computer vision projects, particularly those involving gesture recognition.
- Experience with libraries and frameworks that are pertinent to computer vision tasks in Python (e.g., OpenCV, TensorFlow, or PyTorch).
- Ability to optimize the application for performance on Windows and Linux environments.
- Some familiarity or experience in dealing with real-world scenarios, like the detection of objects in open environments, will be highly advantageous.
Deliverables: implementation on our PC, code, outputs, reports, documentation and dataset db.
In your proposal, please mention your past projects or experiences related to computer vision, especially if they involve gesture recognition or object detection in uncontrolled settings. Your capacity to innovate and tackle challenges head-on will be crucial to the success of this project.
;
**Core Project Requirements:**
- The system must proficiently identify and classify 'hand waving' gestures and activities akin to 'street banner installations'.
- It needs to run seamlessly on both Windows and Linux platforms, ensuring a broad usability range.
**Ideal Skills and Experience for the Job:**
- Proficiency in Python, as it's the preferred programming language for this project.
- Strong background in computer vision projects, particularly those involving gesture recognition.
- Experience with libraries and frameworks that are pertinent to computer vision tasks in Python (e.g., OpenCV, TensorFlow, or PyTorch).
- Ability to optimize the application for performance on Windows and Linux environments.
- Some familiarity or experience in dealing with real-world scenarios, like the detection of objects in open environments, will be highly advantageous.
Deliverables: implementation on our PC, code, outputs, reports, documentation and dataset db.
In your proposal, please mention your past projects or experiences related to computer vision, especially if they involve gesture recognition or object detection in uncontrolled settings. Your capacity to innovate and tackle challenges head-on will be crucial to the success of this project.