https://github.com/shadmehrbakhtiary/object-detection
an object-detection project with tenserflow
https://github.com/shadmehrbakhtiary/object-detection
object-detection pre-trained-model tenserflow tenserflow-hub
Last synced: about 1 year ago
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an object-detection project with tenserflow
- Host: GitHub
- URL: https://github.com/shadmehrbakhtiary/object-detection
- Owner: ShadmehrBakhtiary
- Created: 2024-04-04T07:50:32.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2024-08-30T14:42:38.000Z (almost 2 years ago)
- Last Synced: 2025-02-11T13:29:42.642Z (over 1 year ago)
- Topics: object-detection, pre-trained-model, tenserflow, tenserflow-hub
- Language: Jupyter Notebook
- Homepage:
- Size: 5.16 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Object Detection using TensorFlow Hub
This repository contains code for performing object detection using TensorFlow and TensorFlow Hub. The code utilizes a pre-trained model from TensorFlow Hub to detect objects in images.
## Setup
1. Install the required libraries:
pip install tensorflow tensorflow_hub matplotlib pillow
2. Run the code in a Python environment that supports TensorFlow.
## Usage
1. Run the code in a Python environment to perform object detection on images.
2. The code downloads images from specified URLs, resizes them, and runs object detection using the pre-trained model.
3. Detected objects are displayed with bounding boxes and labels on the images.
## Code Structure
- `object_detection.py`: Contains the main code for object detection.
- ## results
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## How to Run
1. Clone the repository.
2. Run the `object_detection.py` script.
3. Specify the image URLs for object detection.
## Acknowledgements
- TensorFlow: https://www.tensorflow.org/
- TensorFlow Hub: https://tfhub.dev/
- PIL (Python Imaging Library): https://python-pillow.org/