https://github.com/farhad-here/imageclassification_vgg19
It is one of my projects which is about image classification with tensorflow.
https://github.com/farhad-here/imageclassification_vgg19
image-classification image-recognition python streamlit vgg16 vgg19
Last synced: 2 months ago
JSON representation
It is one of my projects which is about image classification with tensorflow.
- Host: GitHub
- URL: https://github.com/farhad-here/imageclassification_vgg19
- Owner: farhad-here
- License: mit
- Created: 2024-11-15T13:41:48.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2025-05-29T07:45:47.000Z (about 1 year ago)
- Last Synced: 2025-05-29T08:57:24.827Z (about 1 year ago)
- Topics: image-classification, image-recognition, python, streamlit, vgg16, vgg19
- Language: Jupyter Notebook
- Homepage:
- Size: 203 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# 🖼️ Image processing project with VGG19 for time i was working in university
# 🖼️ Image Classification with VGG19
This project demonstrates how to perform image classification using the pre-trained **VGG19** model from Keras. It's a simple, clean example of transfer learning for identifying image content with high accuracy.
---
## 🚀 Features
- ✅ Uses VGG19 pretrained on ImageNet
- ✅ Loads and preprocesses custom images
- ✅ Outputs top predictions with class names and confidence scores
- ✅ Easy to customize for other datasets or models
---
## 🧰 Requirements
Install the required libraries:
```bash
pip install tensorflow numpy pillow
```
```bash
pip install -r requirements.txt
```
!download this:
```
vgg19_weights_tf_dim_ordering_tf_kernels_notop.h5
```
!this will be create in VGG.ipynb:
```
image_classification_model.keras
```
# ⚒️picture
