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Deep Learning & CNN using caffe/tensorflow & Machine Learning

$30-250 USD

Closed
Posted about 6 years ago

$30-250 USD

Paid on delivery
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
Project ID: 16311058

About the project

11 proposals
Remote project
Active 6 yrs ago

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11 freelancers are bidding on average $140 USD for this job
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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 recognition). OCR programs are document recognition, car plate recognition, container number recognition, meter recognition and car ocr and so on. Secondly, i am object detection expert. In this, we develope ada-boosting learner, (haar, hog feature), and detector. and we develop tracking(optical flow, templating matching, meanshift, and so on). Especially, we have electron policy system(car detection and recognition, lane detection, signal lamp detection ...). Thirdly, we have many image processing programs(people counting, face detection and recognition, log detetion and so on.)
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luton, United Kingdom
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Member since Feb 17, 2015

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