Your Ai

Start computing in ai. Your ai is made for beginners who want to designed and construct self-contained computer vision apps and systems. This script uses Yolov3 and tiny-Yolo at this moment.

What is Your Ai?

Your Ai is a collection of the script which will help beginners to make there own named projects in Ai. It uses Yolov3 and Yolo-tiny at this time. Users can detect around 80 different types of objects. Can use the Ip cam RTSP stream, there is Opencv sync wrapper builtin.

Directly Jump to Files @GITHUB

Steps required for up and running Your ai.

Step 1: Download files from Github

$ git clone https://github.com/dracoonhavoc/yourai.git

Step 2: Install all required dependencies

Source: Tensorflow

Install any one CPU or GPU version:
CPU version:
$ pip install –upgrade tensorflow
OR,
GPU
version:
$ pip install –upgrade tensorflow-gpu

Install Opencv:
$ pip install opencv-python

Install Keras:
$ pip install Keras
Install Pillow
$ pip install pillow

Step 3: Download Yolo models required

Yolov3.h5

tiny-Yolo

Step 4: (Optional) rename folder in the root directory and first package name in the main.py file use your own name

Step 4: Starting the program

$ python main.py

This will run the script, by default it used built-in camera as cv2 is set to ‘0’. It also supports RTSP protocol with OpenCV sync wrapper.

To use different Input sources:

  • Open main.py file in editor.
  • Go to line 14 ”’Setup Input Device”’ there are three options.
  • Choose one of them as input description given in line (16, 17, 18).
  • If IP cam is used as input then change the protocol to ‘rtsp’ line (15) .else for USB camera and video set protocol to None.

To use custom object detection:

Line 34:
objects = compute.ObjectList(person=True, bicycle=True, car=True, motorcycle=True)

All Options:

person, bicycle, car, motorcycle, airplane, bus, train, truck, boat, traffic light, fire hydrant, stop_sign, parking meter, bench, bird, cat, dog, horse, sheep, cow, elephant, bear, zebra, giraffe, backpack, umbrella, handbag, tie, suitcase, frisbee, skis, snowboard, sports ball, kite, baseball bat, baseball glove, skateboard, surfboard, tennis racket, bottle, wine glass, cup, fork, knife, spoon, bowl, banana, apple, sandwich, orange, broccoli, carrot, hot dog, pizza, donot, cake, chair, couch, potted plant, bed, dining table, toilet, tv, laptop, mouse, remote, keyboard, cell phone, microwave, oven, toaster, sink, refrigerator, book, clock, vase, scissors, teddy bear, hair dryer, toothbrush.

More info Coming SOON..

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