Скачать или смотреть How to Fine-Tune SmolVLM2 | Convert Documents into JSON

Do you have a collection of documents — like invoices or shipping manifests — and want to digitize the content using AI?

In this video, we show how to transform paper documents into JSON format using a fine-tuned SmolVLM vision model. You'll see how to prepare a dataset, train a model, and then build an application to read invoices and return the text as JSON format.

Chapters:
00:00 Intro - Turn Paper Documents Into JSON?
00:27 Understanding SmolVLM2 & Multimodal Models
03:01 Creating and Configuring a New Project
04:36 Dataset Upload, Preparation, and Labeling
07:12 Training the SmolVLM Model in the Cloud
10:19 Deploying, Building, and Testing the Document Processing App
16:06 Optimizing with Pre-Classification

Resources:
Try the dataset yourself: https://roboflow.com/smolvlm-dataset
See the related blog article: https://blog.roboflow.com/train-smolv...
Join a future webinar: https://roboflow.com/webinar