semantic-kitti-api
evaluate
semantic-kitti-api | evaluate | |
---|---|---|
1 | 3 | |
726 | 1,830 | |
1.9% | 3.6% | |
4.9 | 6.1 | |
6 months ago | 11 days ago | |
Python | Python | |
MIT License | Apache License 2.0 |
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semantic-kitti-api
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How can I convert the point cloud with labels of SemanticKITTI into a matrix, and then be able to use ML algorithms?
It's documented in their official API https://github.com/PRBonn/semantic-kitti-api
evaluate
- [D] The MMSegmentation library from OpenMMLab appears to return the wrong results when computing basic image segmentation metrics such as the Jaccard index (IoU - intersection-over-union). It appears to compute recall (sensitivity) instead of IoU, which artificially inflates the performance metrics.
- [P] Releasing 🤗 Evaluate - an evaluation library for ML
- HuggingFace/evaluate: A library for easily evaluating ML models and datasets
What are some alternatives?
FX-1-Minute-Data - HISTDATA - Dataset composed of all FX trading pairs / Crude Oil / Stock Indexes. Simple API to retrieve 1 Minute data (and tick data) Historical FX Prices (up to date).
torch-fidelity - High-fidelity performance metrics for generative models in PyTorch
label-studio - Label Studio is a multi-type data labeling and annotation tool with standardized output format
datasets - 🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
awesome-semantic-segmentation - :metal: awesome-semantic-segmentation
EvalAI - :cloud: :rocket: :bar_chart: :chart_with_upwards_trend: Evaluating state of the art in AI
pycm - Multi-class confusion matrix library in Python
avalanche - Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
rexmex - A general purpose recommender metrics library for fair evaluation.
pagelabels-py - Python library to manipulate PDF page labels