Deep Learning & CNN using caffe/tensorflow & Machine Learning

Zaprto Objavljeno pred 6 letoma/leti Plačilo ob prevzemu
Zaprto Plačilo ob prevzemu

looking for an expert in deep learning neural network, machine learning and python, who is knowledgeable in alexnet, ResNet architecture and caffe, training the network and extracting key features and who also has solid background in SVM, image processing, face detection and recognition.

- must be capable of training and fine tuning cnn (Alexnet) neural network, extracting features for further training

must be capable of training svm classifier with features extracted from the pre-trained caffemodel or a given dataset ?

- must be capable of not only replace and retrain the classifier on top of the ConvNet on the new dataset, but to also fine-tune the weights of the pretrained network by continuing the backpropagation. It is possible to fine-tune all the layers of the ConvNet, or it’s possible to keep some of the earlier layers fixed (due to overfitting concerns) and only fine-tune some higher-level portion of the network.

- must be capable of building and compiling of caffe, python in linux (ubuntu)

- train and test models and improve the accuracy of the classification results in caffe (Alexnet), ResNet and etc.....

Skills required: Matlab, Python Deep Learning, Deep Neural Networks, Computer Vision, Image Processing, Computer Science

Must be able to execute & implement the document uploaded generating similar results but with a different dataset

Umetna inteligenca Machine Learning (ML) Matlab and Mathematica Neural Networks Python

ID projekta: #16311058

Več o projektu

11 predlogov Oddaljen projekt Aktiven pred 6 letoma/leti

11 freelancerjev ponuja v povprečju za $140 na tem delu

AImobile

I have many image proecssing experience. First of all, i am ocr expert(in ocr, image calibration, image segmentation, layout detection, blob detection, link component detection, cropping charractor, finally, character Več

$147 USD v 3 dneh
(3 ocen)
4.9
Nabeel965

A proposal has not yet been provided

$133 USD v 5 dneh
(1 Ocena)
2.6
stwister

A proposal has not yet been provided

$222 USD v 3 dneh
(0 ocen)
0.0