Spaces:
Sleeping
Sleeping
Víctor Sáez
commited on
Commit
·
356c106
1
Parent(s):
56ae2aa
Ajust text size dinamically
Browse files
README.md
CHANGED
@@ -1,5 +1,5 @@
|
|
1 |
---
|
2 |
-
title: Enhanced Object Detection App
|
3 |
emoji: 👁️
|
4 |
colorFrom: indigo
|
5 |
colorTo: purple
|
@@ -9,18 +9,22 @@ app_file: app.py
|
|
9 |
pinned: false
|
10 |
---
|
11 |
|
12 |
-
# 🚀 Enhanced Object Detection App
|
13 |
|
14 |
-
|
|
|
|
|
15 |
|
16 |
---
|
17 |
|
18 |
-
## 🌍 Features
|
19 |
|
20 |
-
- **Multilingual interface
|
21 |
-
- **Multiple models
|
22 |
-
- **Dynamic label translation
|
23 |
-
- **
|
|
|
|
|
24 |
|
25 |
---
|
26 |
|
@@ -29,29 +33,35 @@ Detect objects and faces in your images using advanced DETR models — switch la
|
|
29 |
1. **Upload an image** (drag & drop or click)
|
30 |
2. **Choose your preferred language**
|
31 |
3. **Select a detection model**
|
32 |
-
- _General Objects (fast)_: Everyday items, people, animals
|
33 |
-
- _General Objects (high precision)_:
|
34 |
-
- _Small Objects/Details (slow)_:
|
35 |
-
- _Face Detection (people only)_: Detects only
|
36 |
4. **Adjust the detection threshold** if needed
|
37 |
-
5. Click **Detect Objects**
|
38 |
|
39 |
---
|
40 |
|
41 |
## 💡 Models available
|
42 |
|
43 |
-
| Model | Description
|
44 |
-
|
45 |
-
| General Objects (fast) | Fast detection of
|
46 |
-
| General Objects (high precision) | More precise
|
47 |
-
| Small Objects/Details (slow) | Better for tiny/detailed objects (DC5)
|
48 |
-
| Face Detection (people only) | Only detects faces
|
49 |
|
50 |
---
|
51 |
|
52 |
-
##
|
|
|
|
|
|
|
|
|
|
|
|
|
53 |
|
54 |
-
|
55 |
|
56 |
---
|
57 |
|
|
|
1 |
---
|
2 |
+
title: Enhanced Object Detection App (DETR, Face & Object Detection, Multilingual)
|
3 |
emoji: 👁️
|
4 |
colorFrom: indigo
|
5 |
colorTo: purple
|
|
|
9 |
pinned: false
|
10 |
---
|
11 |
|
12 |
+
# 🚀 Enhanced Object Detection App — DETR, Face & Object Detection, Multilingual
|
13 |
|
14 |
+
**Real-time object detection, face detection and multilingual labeling with DETR models, powered by Gradio and Hugging Face Spaces.**
|
15 |
+
|
16 |
+
Detect people, faces, animals, and everyday objects in your images using the latest DETR-based models. Choose your language and model for fully customizable AI vision.
|
17 |
|
18 |
---
|
19 |
|
20 |
+
## 🌍 Features — Object Detection, Face Detection, DETR, Multilingual
|
21 |
|
22 |
+
- **Multilingual interface:** English, Spanish, French (automatic label translation)
|
23 |
+
- **Multiple DETR models:** General objects, small objects, faces
|
24 |
+
- **Dynamic label translation:** See object names in your chosen language
|
25 |
+
- **Adjustable detection threshold:** Control model sensitivity for better results
|
26 |
+
- **Powered by COCO dataset:** Detect 80+ everyday object categories (see [COCO classes](https://cocodataset.org/#explore))
|
27 |
+
- **Runs in your browser with [Gradio](https://gradio.app/) and [Hugging Face Spaces](https://huggingface.co/spaces)**
|
28 |
|
29 |
---
|
30 |
|
|
|
33 |
1. **Upload an image** (drag & drop or click)
|
34 |
2. **Choose your preferred language**
|
35 |
3. **Select a detection model**
|
36 |
+
- _General Objects (fast)_: Everyday items, people, animals (DETR ResNet-50)
|
37 |
+
- _General Objects (high precision)_: Higher accuracy (DETR ResNet-101)
|
38 |
+
- _Small Objects/Details (slow)_: Best for tiny objects (DETR DC5)
|
39 |
+
- _Face Detection (people only)_: Detects faces only (fine-tuned DETR)
|
40 |
4. **Adjust the detection threshold** if needed
|
41 |
+
5. Click **Detect Objects** to see the results!
|
42 |
|
43 |
---
|
44 |
|
45 |
## 💡 Models available
|
46 |
|
47 |
+
| Model | Description |
|
48 |
+
|-------------------------------------------|-----------------------------------------------------|
|
49 |
+
| General Objects (fast) | Fast detection of 80+ objects (DETR ResNet-50, COCO)|
|
50 |
+
| General Objects (high precision) | More precise for challenging scenes (ResNet-101) |
|
51 |
+
| Small Objects/Details (slow) | Better for tiny/detailed objects (DETR DC5) |
|
52 |
+
| Face Detection (people only) | Only detects faces (fine-tuned DETR) |
|
53 |
|
54 |
---
|
55 |
|
56 |
+
## 📦 About this app
|
57 |
+
|
58 |
+
Built with:
|
59 |
+
- 🤗 [Gradio](https://gradio.app/)
|
60 |
+
- 🤗 [Transformers](https://huggingface.co/transformers/)
|
61 |
+
- [DETR](https://huggingface.co/facebook/detr-resnet-50) family of models
|
62 |
+
- [COCO dataset](https://cocodataset.org/#explore)
|
63 |
|
64 |
+
Explore more at [Hugging Face Spaces](https://huggingface.co/spaces).
|
65 |
|
66 |
---
|
67 |
|