hibrahimboz/leafvision

How hibrahimboz/leafvision works

LeafVision is a single-image leaf-boundary segmentation application: a user uploads an image through the web interface, the FastAPI endpoint passes it to the C++ OpenCV pipeline, and the interface receives the seven visualized stages. The graph preserves the documented processing stages and API/UI flow. Source excerpts do not show the HTML’s request handling, so that connection is based on the README; unimplemented roadmap capabilities are excluded.

Main entry points: server.py FastAPI service · index.html Upload interface · leaf_boundary.cpp Python binding

Components 15

Web client

Upload interface src/api/static/index.html

API service

FastAPI service src/api/server.py
Image decoding src/api/server.py
Temporary image src/api/server.py
JPEG encoding src/api/server.py
Pipeline response src/api/server.py

Segmentation engine

Python binding src/core/leaf_boundary.cpp
Original image src/core/leaf_boundary.cpp
Color mask src/core/leaf_boundary.cpp
Cleaned mask src/core/leaf_boundary.cpp
Distance map src/core/leaf_boundary.cpp
Foreground seeds src/core/leaf_boundary.cpp
Watershed markers src/core/leaf_boundary.cpp
Final boundaries src/core/leaf_boundary.cpp

Other components

Image user

Connections 16

Image user → Upload interface: selects image
Upload interface → FastAPI service: uploads image
FastAPI service → Image decoding: reads upload
Image decoding → Temporary image: writes JPEG
FastAPI service → Python binding: calls process_leaf
Python binding → Original image: reads image
Original image → Color mask: extracts color
Color mask → Cleaned mask: thresholds and cleans
Cleaned mask → Distance map: computes distance
Distance map → Foreground seeds: derives foreground
Foreground seeds → Watershed markers: builds markers
Watershed markers → Final boundaries: runs watershed
FastAPI service → JPEG encoding: encodes pipeline
JPEG encoding → Pipeline response: builds response
FastAPI service → Pipeline response: returns JSON
Pipeline response → Upload interface: displays stages

More HTML diagrams: linkedin/school-of-sre · yangzongzhuan/ruoyi · robinmoisson/staticrypt · samuelclay/newsblur · github/personal-website

Drawn by GitDiagram on September 26, 2026 from the repository's file tree, README and source files. Read as Markdown ·