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faster-rcnn-rn50

Object Detection

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Introduction

This repository stores the model for Faster-RCNN (ResNet50), compatible with Kalray's neural network API.
Please see www.github.com/kalray/kann-models-zoo for details and proper usage.

Contents

ONNX: FasterRCNN-10.optimized.onnx

Lecture note reference

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks, https://arxiv.org/abs/1506.01497

Repository or links references

https://github.com/onnx/models/tree/main/validated/vision/object_detection_segmentation/faster-rcnn

Authors:

qmuller@kalrayinc.com

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Inference Examples

Object Detection

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Dataset used to train Kalray/faster-rcnn-rn50

Collection including Kalray/faster-rcnn-rn50

Convolutional Neural Networks (CNNs) - object detection

Some convolution neural networks supported by kaNN. Task is object detection. See https://github.com/kalray/kann-models-zoo/WIKI.md for more details. • 32 items • Updated 13 days ago