DTLR

Handwritten text recognition and character detection model.

CommonProductProductivityOCRHandwritten Recognition

DTLR is a detection-based handwritten text line recognition model, improved from DINO-DETR, designed for text recognition and character detection. The model is pre-trained on synthetic data and then fine-tuned on real datasets. It holds significant relevance in the OCR (Optical Character Recognition) field, especially in enhancing the accuracy and efficiency of handwritten text processing.

An improved model based on DINO-DETR for text recognition and character detection.
Pre-trained on synthetic data to enhance the model's generalization capabilities.
Fine-tuned on real datasets using CTC loss to optimize model performance.
Supports multiple languages and character sets
including Latin
French
German
and Chinese.
Provides weight files for pre-trained and fine-tuned models.
Includes an N-gram model for assessing and improving recognition accuracy.

\This product is suitable for researchers and developers in the field of OCR
particularly those who specialize in handwritten text recognition tasks. It can help improve recognition accuracy and efficiency
saving substantial manual proofreading time.\

Used for recognizing and transcribing handwritten texts in historical documents.
In the medical field
utilized to decipher handwritten prescriptions by doctors.
In education
applied for the automatic grading of students' handwritten assignments.

1. Clone the code repository to your local environment.
2. Create a virtual environment and install the necessary Python dependencies.
3. Install the version of PyTorch compatible with your system and CUDA version according to the guidelines.
4. Place the dataset in the designated folder and perform necessary preprocessing.
5. Download the pre-trained model weights and place them in the appropriate directory.

Visit

DTLR Visit Over Time

Monthly Visits

515580771

Bounce Rate

37.20%

Page per Visit

5.8

Visit Duration

00:06:42

DTLR Visit Trend

DTLR Visit Geography

DTLR Traffic Sources

DTLR Alternatives

GOT-OCR2.0 — Achieves OCR-2.0 through a unified end-to-end model.

Image•OCR•Deep Learning

468

RapidOCR — Fast, multilingual OCR toolkit

Productivity•ocr•onnxruntime

150

RAGFlow — An open-source Retrieval-Augmented Generation (RAG) engine based on deep document understanding

Productivity•Natural language processing•Machine learning

564

HPT — HPT is an innovative multi-modal LLM framework launched by HyperGAI, designed to understand and process various input modalities including text, images, and videos.

Productivity•Multi-modal LLM•Artificial Intelligence

612

Google Vision Transformer — An image recognition model based on the Transformer architecture

Image•Artificial Intelligence•Image Recognition

324

Kalavai — AI cloud platform serving everyone

Programming•Cloud Computing•Development Platform

Koncile — Next-generation, reliable, and customizable OCR solution

Productivity•OCR•Text Extraction

llama-ocr — A free npm library that utilizes Llama 3.2 Vision for OCR, outputting text in markdown format.

Productivity•together ai•vLLMs

108

face_anon_simple — Facial anonymization technology that retains key details while effectively protecting privacy.

Image•Facial Anonymization•Privacy Protection

Qwen2.5-Coder-3B — The 3B parameter model in the Qwen2.5-Coder series focuses on code generation and comprehension.

Programming•Code Generation•Code Reasoning

Watermark Anything — Image watermarking technology that can embed localized watermark information within images.

Image•Image Watermarking•Copyright Protection

AdvancedLivePortrait-WebUI — Real-time portrait animation web interface based on Gradio.

Image•Gradio•Portrait Animation

FLUX.1-dev LoRA Outfit Generator — An AI model that generates clothing images based on text descriptions.

Image•Image Generation•Fashion Design

330

NVIDIA Video Search and Summarization — Build a video search and summarization agent to extract insights from videos.

Video•Video Analysis•Artificial Intelligence

126

Fish Speech — A voice synthesis tool that offers high-quality speech generation services.

Others•Voice Synthesis•Deep Learning

438

pdf-extract-api — An API for high-precision conversion of images or PDFs to Markdown text or structured JSON documents.

Productivity•api•pdf

Electronic-Component-Sorter — AI-driven electronic component classifier, the ultimate solution for smart component management.

Programming•Machine Learning•Image Recognition

108

Excerptor — Extract text from underlined or handwritten marks in physical books.

Productivity•Text Recognition•OCR

DreamClear — High-capacity real-world image repair and privacy-safe data management.

Image•Image Repair•Super-Resolution

120

Flux.1 Lite — An 8B parameter variational autoencoder model designed for efficient text-to-image generation.

Image•Text-to-image•AI generation

108

Ultralight-Digital-Human — Super lightweight digital human model for real-time operation on mobile devices.

Image•Digital Human•Artificial Intelligence

216

IC-Light V2 — The IC-Light model based on Flux focuses on detail preservation and stylization in image processing.

Image•Image Generation•Deep Learning

192

Easydict — A simple and easy-to-use translation dictionary application for macOS

Productivity•Translation•Dictionary

DocLayout-YOLO — Enhancing document layout analysis through diverse synthetic data and global-to-local adaptive perception.

Image•Document Layout Analysis•Deep Learning

mPLUG-DocOwl 1.5 — Unified Structural Learning Model for OCR-free Document Understanding

Productivity•Document Understanding•Deep Learning

Long-LRM — Efficient 3D Gaussian reconstruction model for fast large-scale scene regeneration

Image•3D Reconstruction•Gaussian Model

108

Best AI Websites & Tools