https://github.com/alireza-akhavan/object-detection-notebooks
Object detection and localization with Tensorflow 2 and Keras
https://github.com/alireza-akhavan/object-detection-notebooks
anchor-box computer-vision deep-learning focal-loss iou keras localization map object-detection retinanet rpn tensorflow
Last synced: 2 months ago
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Object detection and localization with Tensorflow 2 and Keras
- Host: GitHub
- URL: https://github.com/alireza-akhavan/object-detection-notebooks
- Owner: Alireza-Akhavan
- Created: 2020-11-14T17:05:56.000Z (almost 5 years ago)
- Default Branch: main
- Last Pushed: 2021-07-18T10:56:30.000Z (about 4 years ago)
- Last Synced: 2025-04-06T22:37:57.947Z (6 months ago)
- Topics: anchor-box, computer-vision, deep-learning, focal-loss, iou, keras, localization, map, object-detection, retinanet, rpn, tensorflow
- Language: Jupyter Notebook
- Homepage:
- Size: 26.2 MB
- Stars: 39
- Watchers: 2
- Forks: 15
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Object-detection-notebooks
Object detection and localization with Tensorflow 2 and Keras
## Notebooks:
soon...
## Useful links:
Object Detection Inference on TF 2 and TF Hub [Github](https://github.com/tensorflow/hub/blob/master/examples/colab/tf2_object_detection.ipynb) | [Colab](https://colab.research.google.com/github/tensorflow/hub/blob/master/examples/colab/tf2_object_detection.ipynb#scrollTo=zl3qdtR1OvM_)
[Object Detection with RetinaNet](https://keras.io/examples/vision/retinanet/)
[Train a Hand Detector using Tensorflow 2 Object Detection API in 2021](https://towardsdatascience.com/train-an-object-detector-using-tensorflow-2-object-detection-api-in-2021-a4fed450d1b9)
[TensorFlow 2 Object Detection API tutorial](https://tensorflow-object-detection-api-tutorial.readthedocs.io/en/latest/index.html)
labelImg: [repo](https://github.com/tzutalin/labelImg) | [binary files](https://tzutalin.github.io/labelImg/)