prml
auto_annotate
| prml | auto_annotate | |
|---|---|---|
| 1 | 2 | |
| 1,862 | 150 | |
| - | - | |
| 0.0 | 5.6 | |
| almost 2 years ago | 4 months ago | |
| Jupyter Notebook | Jupyter Notebook | |
| GNU Affero General Public License v3.0 | Apache License 2.0 |
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prml
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Best Possible Book Recommended for Machine Learning [Discussion] [D] [Recommendation]
For me it was definitely the book Pattern Recognition and Machine Learning by Christopher Bishop. It is heavily Bayesian but it gives you a broad overview and depth to understanding current models once you’re done with it. I have repo full of Python code for the models if you’re interested: https://github.com/gerdm/prml
auto_annotate
- Labeling is boring. Use this tool to speed up your next object detection project!
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Auto Annotation Tool for TensorFlow Object Detection
Are you tired to label your images by hand to work with object detection? Have hundreds or thousands of images to label? Then this project will make your life easier, just create some annotations and let the machine do the rest for you!
https://github.com/AlvaroCavalcante/auto_annotate
What are some alternatives?
pyprobml - Python code for "Probabilistic Machine learning" book by Kevin Murphy
diffgram - The AI Datastore for Schemas, BLOBs, and Predictions. Use with your apps or integrate built-in Human Supervision, Data Workflow, and UI Catalog to get the most value out of your AI Data.
PRML - PRML algorithms implemented in Python
label-studio - Label Studio is a multi-type data labeling and annotation tool with standardized output format
ML-For-Beginners - 12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
synthetic-dataset-object-detection - How to Create Synthetic Dataset for Computer Vision (Object Detection) (Article on Medium)
rethinking-numpyro - Statistical Rethinking (2nd ed.) with NumPyro
vision-camera-realtime-object-detection - VisionCamera Frame Processor Plugin to detect objects using TensorFlow Lite Task Vision
tapen - Print labels on Brother PTouch label printers with highly customizable HTML templates