Object Tracking

Object tracking is the process of localizing the detected semantic object and track the object in real time. Objetcs are typically human, animal, cars , etc

Object detection survey

Dependencies:

• Python (3.7.4)
• opencv_python (4.2.0.34)
• imutils (0.5.3)
• scipy (1.4.1)
• numpy (1.19.0)

Usage

• Clone the repository to the local machine using git clone.
• Make sure the requirment packages are installed

pip install -r requirements.txt 

• Change the directionry location to ..\code\
• The caffe model is pre-trained to detect human face.
• Run the below code to detect and track the face in real time in the terminal.

python track_object_real_time.py --prototxt deploy.prototxt --model res10_300x300_ssd_iter_140000.caffemodel

• Run the below code to detect and track the face from video file in the terminal.

python track_object_from_video_file.py --prototxt deploy.prototxt --model res10_300x300_ssd_iter_140000.caffemodel --video ../object-tracking/code/test.mp4