TFJS-object-detection
labelbox
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| TFJS-object-detection | labelbox | |
|---|---|---|
| 1 | 2 | |
| 108 | 1,689 | |
| - | 1.0% | |
| 0.0 | 0.0 | |
| 5 months ago | 6 days ago | |
| JavaScript | JavaScript | |
| Apache License 2.0 | Apache License 2.0 |
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TFJS-object-detection
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Cannot read property 'children' of undefined with using Tensorflow Object Detection API model in tfjs
Describe the current behavior I used transfer learning using a pretrained model from the Tensorflow Object Detection API, which i converted to tensorflow-js using the tensorflow-converter API in python. View the ipynb notebook HERE. I then followed @hugozanini's REPO which had a template for using your tensorflow object detection models in javascript; I copied the index.json file and put it into a sandbox, replacing his model.json file with mine. The repo which contains it can be found here
labelbox
What are some alternatives?
label-studio - Label Studio is a multi-type data labeling and annotation tool with standardized output format
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.
FastMOT - High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
ybat - Ybat - YOLO BBox Annotation Tool
Universal Data Tool - Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.
labelImg - LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.
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/opencv/cvat]
OpenLabeler - OpenLabeler is an open source desktop application for annotating objects for AI appplications
VoTT - Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.
handpose-facemesh-demos - 🎥🤟 8 minimalistic templates for tfjs mediapipe handpose and facemesh
labelCloud - A lightweight tool for labeling 3D bounding boxes in point clouds.
DataTurks - ML data annotations made super easy for teams. Just upload data, add your team and build training/evaluation dataset in hours.