All Projects → km1414 → CNN-models

km1414 / CNN-models

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YOLO-v2, ResNet-32, GoogLeNet-lite

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CNN-models

YOLO-v2

YOLO v2 model for objects detection from image, video and live stream from webcam. Runs on pre-trained weights, GPU is preferred, CPU works as well.

Papers:

Website:

Setup instructions

ResNet-32

ResNet-32 model for CIFAR-10 image recognition.
Keras. Python 3.
Paper: https://arxiv.org/pdf/1512.03385.pdf
Some results:

GoogLeNet-lite

GoogLeNet-lite (Inception_v1) model for CIFAR-10 image recognition.
Keras. Python 3.
Paper: https://arxiv.org/pdf/1409.4842.pdf
Some results:

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