Adding Explainability to my computer vision deep learning model.
Budget: €30 – €250 EUR
Project Title: Adding Explainability to my computer vision deep learning model.
I am looking for a freelancer who can help me add explainability to my computer vision deep learning model. The primary goal of my model is object detection and I need it to detect buildings. Interpretability is very important for my model's performance.Especially Class Activation Mapping including Grad-CAM++
I will provide with the saved model and pkl file which includes preprocessed images to make inferences
You just have to worry about implementing CAM and other explainable Algorithms
We can use some libraries as well like tf-keras-vis
Ideal Skills and Experience:
- Experience in computer vision and deep learning
- Proficient in Python and TensorFlow
- Familiarity with object detection models and explainability techniques
- Knowledge of building detection and segmentation
- Strong problem-solving skills and attention to detail
If you have the required skills and experience, please bid on my project. Thank you.
I am looking for a freelancer who can help me add explainability to my computer vision deep learning model. The primary goal of my model is object detection and I need it to detect buildings. Interpretability is very important for my model's performance.Especially Class Activation Mapping including Grad-CAM++
I will provide with the saved model and pkl file which includes preprocessed images to make inferences
You just have to worry about implementing CAM and other explainable Algorithms
We can use some libraries as well like tf-keras-vis
Ideal Skills and Experience:
- Experience in computer vision and deep learning
- Proficient in Python and TensorFlow
- Familiarity with object detection models and explainability techniques
- Knowledge of building detection and segmentation
- Strong problem-solving skills and attention to detail
If you have the required skills and experience, please bid on my project. Thank you.