Spaces:
Sleeping
Sleeping
Update README.md
Browse files
README.md
CHANGED
|
@@ -1,6 +1,6 @@
|
|
| 1 |
---
|
| 2 |
title: ImageClassification
|
| 3 |
-
emoji:
|
| 4 |
colorFrom: green
|
| 5 |
colorTo: purple
|
| 6 |
sdk: gradio
|
|
@@ -8,5 +8,19 @@ sdk_version: 5.46.0
|
|
| 8 |
app_file: app.py
|
| 9 |
pinned: false
|
| 10 |
---
|
|
|
|
| 11 |
|
| 12 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
---
|
| 2 |
title: ImageClassification
|
| 3 |
+
emoji: 👁
|
| 4 |
colorFrom: green
|
| 5 |
colorTo: purple
|
| 6 |
sdk: gradio
|
|
|
|
| 8 |
app_file: app.py
|
| 9 |
pinned: false
|
| 10 |
---
|
| 11 |
+
# Image Classification — Gradio + Hugging Face
|
| 12 |
|
| 13 |
+
This Space wraps a pretrained image classifier (Vision Transformer) with a simple Gradio UI.
|
| 14 |
+
|
| 15 |
+
## How to use
|
| 16 |
+
1. Upload a photo (PNG/JPG).
|
| 17 |
+
2. Choose how many classes to display (Top‑K).
|
| 18 |
+
3. Click **Classify** to see the predicted labels with confidence scores.
|
| 19 |
+
|
| 20 |
+
### Model
|
| 21 |
+
- Default: `google/vit-base-patch16-224` (ImageNet‑1k)
|
| 22 |
+
- Alternatives that work on CPU Basic:
|
| 23 |
+
- `microsoft/resnet-50`
|
| 24 |
+
- `facebook/convnext-tiny-224`
|
| 25 |
+
|
| 26 |
+
> Notes: The classifier is trained on ImageNet‑1k; some objects (logos, memes, niche items) may not map cleanly to labels.
|