Remote Data Mining And Management Job In Data Science And Analytics
Machine vision expert to provide guidance on neural network algorithm for image classification
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We are training a convolutional neural network to perform image classification of food images. We have a small-ish dataset of 55,000 images across 600+ labels. We have tried these 3 approaches for building our model. Attempts at fine-tuning a pre-trained model or using bottleneck features have led to overfitting during training and poor model performance. Our initial attempt at building our own network from scratch yields promising results in terms of appropriate accuracy and loss curves for training and validation sets.
We are looking for someone who:
- Can provide guidance and suggestions for building a model that performs better given that getting more data is not an option
- Has ability to have a discussion around our existing Keras models
About the recuiterMember since May 20, 2018 Ankur Patidar
from Lazio, Italy
Candidate shortlisted and hiredHiring open till - Mar 30, 2022
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