gatilin/YOLO-Master-WebUI-Demo

Space

YOLO Master WebUI Demo

4

41 commits

1 linked in READMEs

updated Jun 30, 2026

See the code

README

YOLO Master WebUI Demo

This Space runs a Gradio-based YOLO Master WebUI demo with an embedded Agent system.

Features

  • Single Image Inference — YOLO detect / seg / cls / pose / obb
  • Batch Processing — Multi-image batch with summary report
  • Video Processing — Frame-by-frame detection with annotated output
  • Webcam Capture — Take a photo and run inference
  • 🤖 Agent Chat — Natural language interaction with smart parameter recommendation
  • 🧠 VLM Agent Report — Visual reasoning report via OpenAI / DashScope / Custom API
  • Smart Infer — Agent auto-analyzes image features and tunes conf/iou/max_det
  • Auto-Enhance — Adaptive retry based on last inference quality
  • History & Logs — Persistent inference history and runtime logs

Configuration

Set the following environment variables (or Hugging Face Spaces Secrets) to enable VLM Agent Reports:

VariableDescriptionDefault
OPENAI_API_KEYAPI key for OpenAI/Custom provider—
DASHSCOPE_API_KEYAPI key for DashScope provider—
OPENAI_BASE_URLOverride API base URLProvider default
OPENAI_VLM_MODELVLM model namegpt-4.1-mini
OPENAI_LLM_MODELLLM refine model (optional)—

Local Development

pip install -r requirements.txt
python app.py

The app runs on http://localhost:7860 by default.

gradio

gatilin/YOLO-Master-WebUI-Demo

Space

YOLO Master WebUI Demo

4

41 commits

1 linked in READMEs

updated Jun 30, 2026

See the code

README

YOLO Master WebUI Demo

This Space runs a Gradio-based YOLO Master WebUI demo with an embedded Agent system.

Features

  • Single Image Inference — YOLO detect / seg / cls / pose / obb
  • Batch Processing — Multi-image batch with summary report
  • Video Processing — Frame-by-frame detection with annotated output
  • Webcam Capture — Take a photo and run inference
  • 🤖 Agent Chat — Natural language interaction with smart parameter recommendation
  • 🧠 VLM Agent Report — Visual reasoning report via OpenAI / DashScope / Custom API
  • Smart Infer — Agent auto-analyzes image features and tunes conf/iou/max_det
  • Auto-Enhance — Adaptive retry based on last inference quality
  • History & Logs — Persistent inference history and runtime logs

Configuration

Set the following environment variables (or Hugging Face Spaces Secrets) to enable VLM Agent Reports:

VariableDescriptionDefault
OPENAI_API_KEYAPI key for OpenAI/Custom provider—
DASHSCOPE_API_KEYAPI key for DashScope provider—
OPENAI_BASE_URLOverride API base URLProvider default
OPENAI_VLM_MODELVLM model namegpt-4.1-mini
OPENAI_LLM_MODELLLM refine model (optional)—

Local Development

pip install -r requirements.txt
python app.py

The app runs on http://localhost:7860 by default.

gradio