SolutionsExamples / pet_detection Public

Target: Qualcomm Dragonwing RB3 Gen 2 Development Kit Clone this project

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pet_detection

Object detection

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Data (2,911 items)

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beagle_118_jpg.rf.8b31326cc6ef656fe10d993fa71abe93

ID: 1240718646

Abyssinian_116_jpg.rf.b59313bba3407e0ab4728c6faaafca31

ID: 1240721459

beagle_187_jpg.rf.0435dbfb1ebc7d607d489a825d46ad87

ID: 1240719042

miniature_pinscher_15_jpg.rf.77a38cc8d42fc738eac61ce8f0405c88

ID: 1240717624

american_bulldog_185_jpg.rf.16cf04c102e11a5e9612833f2c8c8a36

ID: 1240720912

newfoundland_135_jpg.rf.0c3c25b116fa7044a54fc65165ee251e

ID: 1240717875

keeshond_175_jpg.rf.5402b731601c0cf65c7e53bab84acc78

ID: 1240715925

english_setter_187_jpg.rf.023d9aeb1a6a1ddabbb0613eeba1548d

ID: 1240721147

Model accuracy, Cat and Dog Detector (Unoptimized (float32))

View 2 other experiments

Validation set

0.99

Test set

0.98

On-device performance (Qualcomm Dragonwing RB3 Gen 2 Development Kit, Quantized (int8))

Latency

4 ms.

Flash usage

7.0M

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Dataset summary

Data collected

2,911 items

Labels

cat, dog

Project info

Project ID	524106
License	BSD 3-Clause Clear
No. of views	15,672
No. of clones	9