https://github.com/parth-shastri/retinanet

Implementation of the retinanet
https://github.com/parth-shastri/retinanet

Last synced: 15 days ago
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Implementation of the retinanet

• Host: GitHub
• URL: https://github.com/parth-shastri/retinanet
• Owner: parth-shastri
• Created: 2021-07-26T12:17:09.000Z (over 3 years ago)
• Default Branch: master
• Last Pushed: 2021-09-11T17:27:49.000Z (over 3 years ago)
• Last Synced: 2024-11-11T15:22:57.886Z (2 months ago)
• Language: Python
• Size: 36.1 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# RetinaNet

Implementation of the **Retinanet**

Code from The official Keras Tutorial, can be found on the keras blog.

The link for the dataset: 

[CAR LPR data](https://drive.google.com/drive/folders/1BKwtLv3i_G2APsyHlIkgR3WRRwi1yAkb?usp=sharing)

This is a project im currently working on for the security system of our college, we try to integrate the use of Computer Vision in real world.

Added:

The script to use pretrained Retinanet by using torchvision models.

The weights after training on the mentioned dataset.

Also added the weights to train on the Romanian Car Dataset, 

includes images in different conditions,

[The Romanian Car Data](https://github.com/RobertLucian/license-plate-dataset)

Added an inference script to visualize the predictions made on the external images.