NeuralFlow

Build, Integrate, Train

A no code platform to build, integrate and train your machine learning models.

Features

Intuitive Model Building

Craft ML models with a simple click-to-connect framework. Choose layers, tweak settings, and link them to form your network. Design, iterate, and execute models, no coding required.

Seamless Loading to any environment

# unet
conv1 = Conv2D(4, (3, 3), activation='relu', padding='same')(input_img)
conv1 = Conv2D(4, (3, 3), activation='relu', padding='same')(conv1)
pool1 = MaxPooling2D(pool_size=(2, 2))(conv1)

conv2 = Conv2D(8, (3, 3), activation='relu', padding='same')(pool1)
conv2 = Conv2D(8, (3, 3), activation='relu', padding='same')(conv2)
pool2 = MaxPooling2D(pool_size=(2, 2))(conv2)

conv3 = Conv2D(16, (3, 3), activation='relu', padding='same')(pool2)
conv3 = Conv2D(16, (3, 3), activation='relu', padding='same')(conv3)

# Decoding path
up1 = UpSampling2D((2, 2))(conv3)
concat1 = Concatenate()([up1, conv2]) # Ensure dimensions match for concatenation
conv4 = Conv2D(8, (3, 3), activation='relu', padding='same')(concat1)
conv4 = Conv2D(8, (3, 3), activation='relu', padding='same')(conv4)

Get generated code

Copy paste the model directly to your desired python environment

import neuralflow as nf

NEURAL_FLOW_API_KEY="xxxxxxxxxxxxxxxxxxxx"

model = nf.getModel(
    id="xxxx-xxxx-xxxx",
    api_key=NEURAL_FLOW_API_KEY
)

Directly import your model

No need to download everytime you edit, Import model from our package

Download model

You can also download model in tensorflow supported formats.

Bonny, An AI to help you in the journey

Bonny is an AI assistant that helps you save time by providing you with automatic node completion or creating and connecting nodes with your prompt.

Create a 2d Unet architecture with 3 depth layer. The input should be of 128, 128, 3 and 2 channel output

Git/Github

Connect your GitHub account to synchronize your model development process, enabling version control and collaborative review

Model Marketplace

Use templates and AI suggestions to speed up your model development

API Accessibility

Integrate models directly into your applications with generated API keys for a seamless deployment pipeline