asmaamirkhan / TFObjectDetection

👩‍🔬 Core code of object detection in Tensorflow (can be used to test models)

👩‍🔬 TensorFlow Object Detection

Core code of object detection in Tensorflow, can be used to test models.

🙌 Available Codes

1. detect_in_image: Detects or objects in a given image due to given Tensorflow model
2. detect_in_video: Detects and objects in a given video due to given Tensorflow model

👮‍♀️ Make sure that you have OpenCV and Tensorflow already installed

👩‍🚀 Usage

1. Clone or download this repo
2. Open src folder in CMD

For detect_in_image.py:

3. Run:

   python detect_in_image.py --input_image <PATH_TO_INPUT_JPG_FILE> --output_image <PATH_TO_OUTPUT_JPG_FILE>  --model_path <PATH_TO_INPUT_PB_FILE> --threshold <THRESHOLD>

For detect_in_video.py:

3. Run:

python detect_in_video.py --input_video <PATH_TO_INPUT_MP4_FILE> --output_image <PATH_TO_OUTPUT_MP4_FILE>  --model_path <PATH_TO_INPUT_PB_FILE> --threshold <THRESHOLD>

4. TADAA 🎉 It's done 🤗
5. Press Q to stop

To see running options run for all codes: python detect_in_video.py --help

👮‍♀️ Thrshold value should be between 0 and 1.

🏗️ Used by

• 👧 BlurryFaces
• 🐾 ObjectTrackers

💼 Contact

Find me on LinkedIn and feel free to mail me, Asmaa 🦋