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2f52adf9
编写于
9月 13, 2022
作者:
D
dongshuilong
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README_ch.md
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@@ -23,11 +23,22 @@
## 近期更新
-
🔥️ 发布
[
PP-ShiTuV2
](
./docs/zh_CN/PPShiTu/PPShiTuV2_introduction.md
)
,recall1精度提升8个点,覆盖
[
20+识别场景
](
./docs/zh_CN/introduction/ppshitu_application_scenarios.md
)
,新增
[
库管理工具
](
./deploy/shitu_index_manager/
)
,
[
Android Demo
](
./docs/zh_CN/quick_start/quick_start_recognition.md
)
全新体验。
-
🔥️ 2022.9.14 晚上8:30
**商超零售新革命-生鲜智能结算产业应用**
,扫码进群获取直播链接
<div
align=
"center"
>
<img
src=
"https://user-images.githubusercontent.com/11568925/189877049-d17ddcea-22d2-44ab-91fe-36d12af3add8.png"
width =
"200"
height =
"200"
/>
</div>
-
🔥️ 2022.9.13发布
[
PP-ShiTuV2
](
./docs/zh_CN/PPShiTu/PPShiTuV2_introduction.md
)
,recall1精度提升8个点,覆盖
[
20+识别场景
](
./docs/zh_CN/introduction/ppshitu_application_scenarios.md
)
,新增
[
库管理工具
](
./deploy/shitu_index_manager/
)
,
[
Android Demo
](
./docs/zh_CN/quick_start/quick_start_recognition.md
)
全新体验。
-
2022.9.4 新增
[
生鲜产品自主结算范例库
](
./docs/zh_CN/samples/Fresh_Food_Recogniiton/README.md
)
,具体内容可以在AI Studio上体验。
-
2022.6.15 发布
[
PULC超轻量图像分类实用方案
](
docs/zh_CN/PULC/PULC_train.md
)
,CPU推理3ms,精度比肩SwinTransformer,覆盖人、车、OCR场景九大常见任务。
-
2022.5.23 新增
[
人员出入管理范例库
](
https://aistudio.baidu.com/aistudio/projectdetail/4094475
)
,具体内容可以在 AI Studio 上体验。
-
2022.5.20 上线
[
PP-HGNet
](
./docs/zh_CN/models/PP-HGNet.md
)
,
[
PP-LCNetv2
](
./docs/zh_CN/models/PP-LCNetV2.md
)
。
-
[
more
](
./docs/zh_CN/others/update_history.md
)
## 特性
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@@ -24,30 +24,32 @@ PP-ShiTu对原数据集进行了`Gallery`库和`Query`库划分,并生成了
| 场景 |示例图|场景简介|Recall@1|场景库下载地址|原数据集下载地址|
|:---:|:---:|:---:|:---:|:---:|:---:|
| 球类 |
<img
src=
"../../images/ppshitu_application_scenarios/Ball.jpg"
height =
"100"
>
|各种球类识别 | 0.9769 |
[
Balls
](
https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/data/PP-ShiTuV2_application_dataset/Balls.tar
)
|
[
原数据下载地址
](
https://www.kaggle.com/datasets/gpiosenka/balls-image-classification
)
|
| 狗识别 |
<img
src=
"../../images/ppshitu_application_scenarios/DogBreeds.jpg"
height =
"100"
>
| 狗细分类识别,包括69种狗的图像 | 0.9606 |
[
DogBreeds
](
https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/data/PP-ShiTuV2_application_dataset/DogBreeds.tar
)
|
[
原数据下载地址
](
https://www.kaggle.com/datasets/gpiosenka/70-dog-breedsimage-data-set
)
|
| 宝石 |
<img
src=
"../../images/ppshitu_application_scenarios/Gemstones.jpg"
height =
"100"
>
| 宝石种类识别 | 0.9653 |
[
Gemstones
](
https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/data/PP-ShiTuV2_application_dataset/Gemstones.tar
)
|
[
原数据下载地址
](
https://www.kaggle.com/datasets/lsind18/gemstones-images
)
|
| 动物 |
<img
src=
"../../images/ppshitu_application_scenarios/AnimalImageDataset.jpg"
height =
"100"
>
|各种动物识别 | 0.9078 |
[
AnimalImageDataset
](
https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/data/PP-ShiTuV2_application_dataset/AnimalImageDataset.tar
)
|
[
原数据下载地址
](
https://www.kaggle.com/datasets/iamsouravbanerjee/animal-image-dataset-90-different-animals
)
|
| 鸟类 |
<img
src=
"../../images/ppshitu_application_scenarios/Bird400.jpg"
height =
"100"
>
|鸟细分类识别,包括400种各种姿态的鸟类图像 | 0.9673 |
[
Bird400
](
https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/data/PP-ShiTuV2_application_dataset/Bird400.tar
)
|
[
原数据下载地址
](
https://www.kaggle.com/datasets/gpiosenka/100-bird-species
)
|
| 花 |
<img
src=
"../../images/ppshitu_application_scenarios/104flowers.jpeg"
height =
"100"
>
|104种花细分类识别 | 0.9788 |
[
104flowers
](
https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/data/PP-ShiTuV2_application_dataset/104flowers.tar
)
|
[
原数据下载地址
](
https://www.kaggle.com/datasets/msheriey/104-flowers-garden-of-eden
)
|
| 交通工具 |
<img
src=
"../../images/ppshitu_application_scenarios/Vechicles.jpg"
height =
"100"
>
|车、船等交通工具粗分类识别 | 0.9307 |
[
Vechicles
](
https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/data/PP-ShiTuV2_application_dataset/Vechicles.tar
)
|
[
原数据下载地址
](
https://www.kaggle.com/datasets/rishabkoul1/vechicle-dataset
)
|
| 花 |
<img
src=
"../../images/ppshitu_application_scenarios/104flowers.jpeg"
height =
"100"
>
|104种花细分类识别 | 0.9788 |
[
104flowers
](
https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/data/PP-ShiTuV2_application_dataset/104flowrs.tar
)
|
[
原数据下载地址
](
https://www.kaggle.com/datasets/msheriey/104-flowers-garden-of-eden
)
|
| 运动种类 |
<img
src=
"../../images/ppshitu_application_scenarios/100sports.jpg"
height =
"100"
>
|100种运动图像识别 | 0.9413 |
[
100sports
](
https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/data/PP-ShiTuV2_application_dataset/100sports.tar
)
|
[
原数据下载地址
](
https://www.kaggle.com/datasets/gpiosenka/sports-classification
)
|
| 乐器 |
<img
src=
"../../images/ppshitu_application_scenarios/MusicInstruments.jpg"
height =
"100"
>
|30种不同乐器种类识别 | 0.9467 |
[
MusicInstruments
](
https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/data/PP-ShiTuV2_application_dataset/MusicInstruments.tar
)
|
[
原数据下载地址
](
https://www.kaggle.com/datasets/gpiosenka/musical-instruments-image-classification
)
|
| 宝可梦 |
<img
src=
"../../images/ppshitu_application_scenarios/Pokemon.png"
height =
"100"
>
|宝可梦神奇宝贝识别 | 0.9236 |
[
Pokemon
](
https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/data/PP-ShiTuV2_application_dataset/Pokemon.tar
)
|
[
原数据下载地址
](
https://www.kaggle.com/datasets/lantian773030/pokemonclassification
)
|
| 船 |
<img
src=
"../../images/ppshitu_application_scenarios/Boat.jpg"
height =
"100"
>
|船种类识别 |0.9242 |
[
Boat
](
https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/data/PP-ShiTuV2_application_dataset/Boat.tar
)
|
[
原数据下载地址
](
https://www.kaggle.com/datasets/imsparsh/dockship-boat-type-classification
)
|
| 鞋子 |
<img
src=
"../../images/ppshitu_application_scenarios/Shoes.jpeg"
height =
"100"
>
|鞋子种类识别,包括靴子、拖鞋等 | 0.9000 |
[
Shoes
](
https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/data/PP-ShiTuV2_application_dataset/Shoes.tar
)
|
[
原数据下载地址
](
https://www.kaggle.com/datasets/noobyogi0100/shoe-dataset
)
|
| 巴黎建筑 |
<img
src=
"../../images/ppshitu_application_scenarios/Paris.jpg"
height =
"100"
>
|巴黎著名建筑景点识别,如:巴黎铁塔、圣母院等 | 1.000 |
[
Paris
](
https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/data/PP-ShiTuV2_application_dataset/Paris.tar
)
|
[
原数据下载地址
](
https://www.kaggle.com/datasets/skylord/oxbuildings
)
|
| 蝴蝶 |
<img
src=
"../../images/ppshitu_application_scenarios/Butterfly.jpg"
height =
"100"
>
|75种蝴蝶细分类识别 | 0.9360 |
[
Butterfly
](
https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/data/PP-ShiTuV2_application_dataset/Butterfly.tar
)
|
[
原数据下载地址
](
https://www.kaggle.com/datasets/gpiosenka/butterfly-images40-species
)
|
| 野外植物 |
<img
src=
"../../images/ppshitu_application_scenarios/WildEdiblePlants.jpg"
height =
"100"
>
|野外植物识别 | 0.9758 |
[
WildEdiblePlants
](
https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/data/PP-ShiTuV2_application_dataset/WildEdiblePlants.tar
)
|
[
原数据下载地址
](
https://www.kaggle.com/datasets/ryanpartridge01/wild-edible-plants
)
|
| 天气 |
<img
src=
"../../images/ppshitu_application_scenarios/WeatherImageRecognition.jpg"
height =
"100"
>
|各种天气场景识别,如:雨天、打雷、下雪等 | 0.9924 |
[
WeatherImageRecognition
](
https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/data/PP-ShiTuV2_application_dataset/WeatherImageRecognition.tar
)
|
[
原数据下载地址
](
https://www.kaggle.com/datasets/jehanbhathena/weather-dataset
)
|
| 坚果 |
<img
src=
"../../images/ppshitu_application_scenarios/TreeNuts.jpg"
height =
"100"
>
|各种坚果种类识别 | 0.9412 |
[
TreeNuts
](
https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/data/PP-ShiTuV2_application_dataset/TreeNuts.tar
)
|
[
原数据下载地址
](
https://www.kaggle.com/datasets/gpiosenka/tree-nuts-image-classification
)
|
| 动物 |
<img
src=
"../../images/ppshitu_application_scenarios/AnimalImageDataset.jpg"
height =
"100"
>
|各种动物识别 | 0.9078 |
[
AnimalImageDataset
](
https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/data/PP-ShiTuV2_application_dataset/AnimalImageDataset.tar
)
|
[
原数据下载地址
](
https://www.kaggle.com/datasets/iamsouravbanerjee/animal-image-dataset-90-different-animals
)
|
| 时装 |
<img
src=
"../../images/ppshitu_application_scenarios/FashionProductsImage.jpg"
height =
"100"
>
|首饰、挎包、化妆品等时尚商品识别 | 0.9555 |
[
FashionProductImageSmall
](
https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/data/PP-ShiTuV2_application_dataset/FashionProductImageSmall.tar
)
|
[
原数据下载地址
](
https://www.kaggle.com/datasets/paramaggarwal/fashion-product-images-small
)
|
| 垃圾 |
<img
src=
"../../images/ppshitu_application_scenarios/Garbage12.jpg"
height =
"100"
>
|12种垃圾分类识别 | 0.9845 |
[
Garbage12
](
https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/data/PP-ShiTuV2_application_dataset/Garbage12.tar
)
|
[
原数据下载地址
](
https://www.kaggle.com/datasets/mostafaabla/garbage-classification
)
|
| 航拍场景 |
<img
src=
"../../images/ppshitu_application_scenarios/AID.jpg"
height =
"100"
>
|各种航拍场景识别,如机场、火车站等 | 0.9797 |
[
AID
](
https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/data/PP-ShiTuV2_application_dataset/AID.tar
)
|
[
原数据下载地址
](
https://www.kaggle.com/datasets/jiayuanchengala/aid-scene-classification-datasets
)
|
| 蔬菜 |
<img
src=
"../../images/ppshitu_application_scenarios/Veg200.jpg"
height =
"100"
>
|各种蔬菜识别 | 0.8929 |
[
Veg200
](
https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/data/PP-ShiTuV2_application_dataset/Veg200.tar
)
|
[
原数据下载地址
](
https://www.kaggle.com/datasets/zhaoyj688/vegfru
)
|
| 商标 |
<img
src=
"../../images/ppshitu_application_scenarios/Logo3K.jpg"
height =
"100"
>
|两千多种logo识别 | 0.9313 |
[
Logo3k
](
https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/data/PP-ShiTuV2_application_dataset/Logo3k.tar
)
|
[
原数据下载地址
](
https://github.com/Wangjing1551/LogoDet-3K-Dataset
)
|
| 球类 |
<img
src=
"../../images/ppshitu_application_scenarios/Ball.jpg"
height =
"100"
>
|各种球类识别 | 0.9769 |
[
Balls
](
https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/rec/data/PP-ShiTuV2_application_dataset/Balls.tar
)
|
[
原数据下载地址
](
https://www.kaggle.com/datasets/gpiosenka/balls-image-classification
)
|
| 狗识别 |
<img
src=
"../../images/ppshitu_application_scenarios/DogBreeds.jpg"
height =
"100"
>
| 狗细分类识别,包括69种狗的图像 | 0.9606 | 添加技术交流群后即可获得 |
[
原数据下载地址
](
https://www.kaggle.com/datasets/gpiosenka/70-dog-breedsimage-data-set
)
|
| 宝石 |
<img
src=
"../../images/ppshitu_application_scenarios/Gemstones.jpg"
height =
"100"
>
| 宝石种类识别 | 0.9653 | 添加技术交流群后即可获得 |
[
原数据下载地址
](
https://www.kaggle.com/datasets/lsind18/gemstones-images
)
|
| 鸟类 |
<img
src=
"../../images/ppshitu_application_scenarios/Bird400.jpg"
height =
"100"
>
|鸟细分类识别,包括400种各种姿态的鸟类图像 | 0.9673 | 添加技术交流群后即可获得 |
[
原数据下载地址
](
https://www.kaggle.com/datasets/gpiosenka/100-bird-species
)
|
| 运动种类 |
<img
src=
"../../images/ppshitu_application_scenarios/100sports.jpg"
height =
"100"
>
|100种运动图像识别 | 0.9413 | 添加技术交流群后即可获得 |
[
原数据下载地址
](
https://www.kaggle.com/datasets/gpiosenka/sports-classification
)
|
| 乐器 |
<img
src=
"../../images/ppshitu_application_scenarios/MusicInstruments.jpg"
height =
"100"
>
|30种不同乐器种类识别 | 0.9467 | 添加技术交流群后即可获得 |
[
原数据下载地址
](
https://www.kaggle.com/datasets/gpiosenka/musical-instruments-image-classification
)
|
| 宝可梦 |
<img
src=
"../../images/ppshitu_application_scenarios/Pokemon.png"
height =
"100"
>
|宝可梦神奇宝贝识别 | 0.9236 | 添加技术交流群后即可获得 |
[
原数据下载地址
](
https://www.kaggle.com/datasets/lantian773030/pokemonclassification
)
|
| 船 |
<img
src=
"../../images/ppshitu_application_scenarios/Boat.jpg"
height =
"100"
>
|船种类识别 |0.9242 | 添加技术交流群后即可获得 |
[
原数据下载地址
](
https://www.kaggle.com/datasets/imsparsh/dockship-boat-type-classification
)
|
| 鞋子 |
<img
src=
"../../images/ppshitu_application_scenarios/Shoes.jpeg"
height =
"100"
>
|鞋子种类识别,包括靴子、拖鞋等 | 0.9000 | 添加技术交流群后即可获得 |
[
原数据下载地址
](
https://www.kaggle.com/datasets/noobyogi0100/shoe-dataset
)
|
| 巴黎建筑 |
<img
src=
"../../images/ppshitu_application_scenarios/Paris.jpg"
height =
"100"
>
|巴黎著名建筑景点识别,如:巴黎铁塔、圣母院等 | 1.000 | 添加技术交流群后即可获得 |
[
原数据下载地址
](
https://www.kaggle.com/datasets/skylord/oxbuildings
)
|
| 蝴蝶 |
<img
src=
"../../images/ppshitu_application_scenarios/Butterfly.jpg"
height =
"100"
>
|75种蝴蝶细分类识别 | 0.9360 | 添加技术交流群后即可获得 |
[
原数据下载地址
](
https://www.kaggle.com/datasets/gpiosenka/butterfly-images40-species
)
|
| 野外植物 |
<img
src=
"../../images/ppshitu_application_scenarios/WildEdiblePlants.jpg"
height =
"100"
>
|野外植物识别 | 0.9758 | 添加技术交流群后即可获得 |
[
原数据下载地址
](
https://www.kaggle.com/datasets/ryanpartridge01/wild-edible-plants
)
|
| 天气 |
<img
src=
"../../images/ppshitu_application_scenarios/WeatherImageRecognition.jpg"
height =
"100"
>
|各种天气场景识别,如:雨天、打雷、下雪等 | 0.9924 | 添加技术交流群后即可获得 |
[
原数据下载地址
](
https://www.kaggle.com/datasets/jehanbhathena/weather-dataset
)
|
| 坚果 |
<img
src=
"../../images/ppshitu_application_scenarios/TreeNuts.jpg"
height =
"100"
>
|各种坚果种类识别 | 0.9412 | 添加技术交流群后即可获得 |
[
原数据下载地址
](
https://www.kaggle.com/datasets/gpiosenka/tree-nuts-image-classification
)
|
| 垃圾 |
<img
src=
"../../images/ppshitu_application_scenarios/Garbage12.jpg"
height =
"100"
>
|12种垃圾分类识别 | 0.9845 | 添加技术交流群后即可获得 |
[
原数据下载地址
](
https://www.kaggle.com/datasets/mostafaabla/garbage-classification
)
|
| 航拍场景 |
<img
src=
"../../images/ppshitu_application_scenarios/AID.jpg"
height =
"100"
>
|各种航拍场景识别,如机场、火车站等 | 0.9797 | 添加技术交流群后即可获得 |
[
原数据下载地址
](
https://www.kaggle.com/datasets/jiayuanchengala/aid-scene-classification-datasets
)
|
| 蔬菜 |
<img
src=
"../../images/ppshitu_application_scenarios/Veg200.jpg"
height =
"100"
>
|各种蔬菜识别 | 0.8929 | 添加技术交流群后即可获得 |
[
原数据下载地址
](
https://www.kaggle.com/datasets/zhaoyj688/vegfru
)
|
<div
align=
"center"
>
<img
src=
"https://user-images.githubusercontent.com/11568925/189877049-d17ddcea-22d2-44ab-91fe-36d12af3add8.png"
width =
"200"
height =
"200"
/>
<p>
添加二维码获取相关场景库及大礼包
</p>
</div>
<a
name=
"2. 使用说明"
></a>
...
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