We are looking for a skilled deep learning engineer to do the following computer vision task on pathology slide data (.svs files, n=200).
- Data preparation and cleaning
- Create a deep learning network for a classification problem, evaluate the model using a training and testing set. Make sure the model is robust. Use google cloud platform
- Visualize model architecture and model performance
- Visualize the output of all layers, create occlusion maps to detemine what is important for the model and what drives decisions
- Deploy the model as web-service using bluehost hosting, which is already available. The end user needs to register and log-in to use the service.
- Provide detailed written description of your approach in 3-6 pages
- Provide ALL code and annotate it for reproducibility
18 pekerja bebas membida secara purata $1169 untuk pekerjaan ini
Hello. I am an expert in Computer vision/machine learning.(ANN/SVM/CNN/RNN/...) I am sure I can do it with Python/Matlab/C/C++/Java/... We can discuss the details via chat. I wait for you now. Thanks.