Machine learning based program able to detect bodies on pictures.
- Read training images and the bodies locations inside them
- Randomly generates negative samples from files
- Transforms pictures into normalized vectors
- Learn from vectors with sklearn.SVM
- Run the body detection on the input images while saving all false negatives and false positives
- Relearn with initial images plus the false negatives and false positives
- Detects the bodies from input pictures
Run the main.py file as below
python main.py
The results will be stored in the results.txt file