awesome-semantic-segmentation
Tools-to-Design-or-Visualize-Architecture-of-Neural-Network
awesome-semantic-segmentation | Tools-to-Design-or-Visualize-Architecture-of-Neural-Network | |
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10,337 | 4,080 | |
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0.0 | 0.0 | |
about 3 years ago | 3 months ago | |
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awesome-semantic-segmentation
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Instance Segmentation
Here is an amazing compilation of code and papers on segmentation: https://github.com/mrgloom/awesome-semantic-segmentation
Tools-to-Design-or-Visualize-Architecture-of-Neural-Network
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Programs to create model architectures schemes
I can recommend this repo it offers a lot of visualization methods for neural networks.
- How can we visualise convolution operations like below? Generally is there any tool to create custom visualisation for matrix operations?
What are some alternatives?
detectron2 - Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
manim - Animation engine for explanatory math videos
U-2-Net - The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."
netron - Visualizer for neural network, deep learning and machine learning models
semantic-kitti-api - SemanticKITTI API for visualizing dataset, processing data, and evaluating results.
pytorch2keras - PyTorch to Keras model convertor
ai-topics - Hot topics on AI
torchlens - Package for extracting and mapping the results of every single tensor operation in a PyTorch model in one line of code.
pycm - Multi-class confusion matrix library in Python
LLM-eval-survey - The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models".
PPM - A High-Quality Photograpy Portrait Matting Benchmark