Create an Image Recognition Example in JS TensorFlow -- 2

I want a working prototype of a JS TensorFlow project that I can use to train it to recognize (binary) images (not categorize images).

I can upload my own test examples and labels to train a network and then use it to validate un-seen images. It should basically be a probability of a valid image.

I will provide images and labels which basically say "this image is ok", "this image is not ok" to make the prototype work, but eventually I need to use this with new training data to train new networks. Always of the same type "Is this image ok or not?"

The Images I will provide need to be normalized. Once the product is delivered, new training sets will use normalized pictures as according to the specifications of the network.

Usage scenario A - Training

1) Fire up the project

2) Load a set of labeled examples used to train the network

3) Be able to save the trained network for later-processing

Usage Scenario B - Predicting

1) Fire up the project

2) Somehow choose a trained network (may have multiple)

3) Predict a single unlabeled example

Types of networks to train (all binary):

- "is this person dressed correctly?"

- "is this product correctly installed?" (i.e. a painting is straight or not)

- "is this glass empty or full?"

etc. I have training sets for the scenarios I want to test.

Taidot: Keinoäly, Javascript, Koneoppiminen, Tensorflow

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Tietoa työnantajasta:
( 0 arvostelua ) Argentina

Projektin tunnus: #18085094

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Hey, I can build this project for you. So, I am software developer for more than twenty years, iOS developer for more than seven and Deep Learning, Tensorflow, Keras and PyTorch developer for more than two. Du Lisää

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Hi. My name is Uzair.I am in final semester of my masters in Electrical Engineering. I am doing my thesis in biomedical signal processing and Machine learning. I have more than 3 years of experience in MATLAB speciall Lisää

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Hello! I am a python developer. I looked at your project and it seems interesting. I am expert in tensorflow, object detection, object tracking, face recognization, image classification, and have all necessary skills r Lisää

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Hi, I'm interested in your project and I can meet your requirement in about five day from the acceptance of the offer. Regarding my skill, I'm Msc. in Computer Science and I'm currently in the third year of a PhD in Lisää

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Dear Sir: My 10 years of R&D experience should be of interest to an ideal project like yours. In various capacities in machine learning and signal processing, leading to my present assignment as project manager, I h Lisää

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