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Top 3 Python grad-cam Projects
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pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
For the two examples we will be looking at, we will be using pytorch_grad_cam, an incredible open source package that makes working with GradCam very easy. There are excellent other tutorials to check out on the repo as well.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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explainable-cnn
📦 PyTorch based visualization package for generating layer-wise explanations for CNNs.
Python grad-cam related posts
- Exploring GradCam and More with FiftyOne
- Which layers are doing image segmentation on AutoEncoders/U-NET?
- [D] Algorithm for view prediction?
- [P] Adapting Class Activation Maps for Object Detection and Semantic Segmentation
- [Project] Recent Class Activation Map Methods for CNNs and Vision Transformers
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Index
What are some of the best open-source grad-cam projects in Python? This list will help you:
Project | Stars | |
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1 | pytorch-grad-cam | 9,209 |
2 | tf-keras-vis | 303 |
3 | explainable-cnn | 211 |