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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english_cocker_spaniel_186_jpg.rf.47229a7c0824fbb11464a9df9e2f33a5

ID: 1240716411

newfoundland_10_jpg.rf.fe89980b66ddd3f614582e9e4378d8d7

ID: 1240718417

boxer_14_jpg.rf.17d1e0f8019d08da76a37c93fa705b91

ID: 1240717849

havanese_154_jpg.rf.184472ba0abddeefef6e51567387de68

ID: 1240718422

Sphynx_152_jpg.rf.0ffabce1f9c33ee974a93ed9ee5739ec

ID: 1240717642

newfoundland_111_jpg.rf.32ff76ebdf663fcc813c618e78af0cfb

ID: 1240718419

Persian_172_jpg.rf.c3a5122e5b139705765d03732ca99d30

ID: 1240718151

chihuahua_147_jpg.rf.466fdff90ca5ccbee1ea96971937250d

ID: 1240716835

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	8,894
No. of clones	9