hub / github.com/oarriaga/face_classification

github.com/oarriaga/face_classification @v1.0 sqlite

repository ↗ · DeepWiki ↗ · release v1.0 ↗

28 symbols 113 edges 9 files 4 documented · 14%

README

Face classification and detection

Real-time face detection and emotion/gender classification using fer2013/IMDB datasets with a keras CNN model and openCV. * IMDB gender classification test accuracy: 96%. * fer2013 emotion classification test accuracy: 66%.

Emotion/gender classification of the B-IT-BOTS robotics team :) alt tag

Emotion examples alt tag

Core symbols most depended-on inside this repo

src/image_generator.py

transform

called by 2

src/image_generator.py

flow

called by 2

src/image_generator.py

_wrap_in_dictionary

called by 2

src/image_generator.py

get_data

called by 2

src/data_loader.py

Shape

Method 18

Function 8

Class 2

Languages

Python100%

Modules by API surface

src/image_generator.py15 symbols

src/utils.py7 symbols

src/data_loader.py5 symbols

src/models.py1 symbols

Dependencies from manifests, versioned

h5py2.7.0 · 1×

keras2.0.3 · 1×

numpy1.12.1 · 1×

opencv2-python3.2.0 · 1×

pandas0.19.1 · 1×

tensorflow1.1.0 · 1×

For agents

$ claude mcp add face_classification \
  -- python -m otcore.mcp_server <graph>

⬇ download graph artifact