evaluate
semantic-kitti-api
| evaluate | semantic-kitti-api | |
|---|---|---|
| 3 | 1 | |
| 1,819 | 723 | |
| 2.4% | 1.5% | |
| 6.1 | 4.9 | |
| 2 days ago | 6 months ago | |
| Python | Python | |
| Apache License 2.0 | MIT License |
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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
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
What are some alternatives?
torch-fidelity - High-fidelity performance metrics for generative models in PyTorch
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).
datasets - 🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
label-studio - Label Studio is a multi-type data labeling and annotation tool with standardized output format
EvalAI - :cloud: :rocket: :bar_chart: :chart_with_upwards_trend: Evaluating state of the art in AI
awesome-semantic-segmentation - :metal: awesome-semantic-segmentation
avalanche - Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
pycm - Multi-class confusion matrix library in Python
rexmex - A general purpose recommender metrics library for fair evaluation.
pagelabels-py - Python library to manipulate PDF page labels