tensorboard
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| tensorboard | labelImg | |
|---|---|---|
| 11 | 117 | |
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tensorboard
- Tensorboard
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[D] Visualizing layer weights
Some form of 3D histograms? And then "discretized"/binned for each layer too. Apparently Tensorboard has them: https://github.com/tensorflow/tensorboard/blob/master/docs/r1/histograms.md
- I think I broke PIP
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[D] Unpopular Opinion: I hate the tensorboard Smoothing algorithm and always set the slider to 0.
Consider filing an issue? https://github.com/tensorflow/tensorboard/issues
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Parts of Tensorboard are being rewritten in Rust for a 100× to 400× speedup
The async code is in our server.rs and cli.rs, because this exposes a Tonic server and Tonic is all-in on async.
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[D] Comparison of experiment tracking tools
A quick google search is telling me that this is possible but very poorly documented / communicated: https://github.com/tensorflow/tensorboard/issues/767
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📖 👆🏻 Making the Printed Links Clickable Using TensorFlow 2 Object Detection API
The cool part about TensorBoard is that we may run it directly in Google Colab. However, if you're running the notebook in your local installation of Jupyter you may also install it as Python package and launch it from the terminal.
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What are some alternatives?
aim - Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
cvat - Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale. [Moved to: https://github.com/cvat-ai/cvat]
wandb - 🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
coco-annotator - :pencil2: Web-based image segmentation tool for object detection, localization, and keypoints
tesseract-ocr - Tesseract Open Source OCR Engine (main repository)
VoTT - Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.
models - Models and examples built with TensorFlow
videojs-annotation-comments - A plugin for video.js to add support for timeline moment/range comments and annotations
rustboard - just-for-fun reimplementation of TensorBoard backend in Rust
Tesseract.js - Pure Javascript OCR for more than 100 Languages 📖🎉🖥
guildai - Experiment tracking, ML developer tools
labelbox-custom-labeling-apps - Explore example custom labeling apps built with Labelbox SDK