How to Fine-Tune SmolVLM2 | Convert Documents into JSON скачать в хорошем качестве

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