Object Detection with Python, Tensorflow and ImageAI within 5 minutes

Object Detection like Human, By-cycle, moto-cycle, truck etc.

Install the dependencies:

1) Download and install Python 3 from official Python Language website

2) Install the following dependencies via pip:
i. Tensorflow
pip install tensorflow

ii. Numpy
pip install numpy

iii. SciPy
pip install scipy

iv. OpenCV
pip install opencv-python

v. Pillow
pip install pillow

vi. Matplotlib
pip install matplotlib

vii. H5py
pip install h5py

viii. Keras
pip install keras

ix. ImageAI

3) Download the RetinaNet model file that will be used for object detection via this link.

This video is based on a post on medium:

[marouanechoukri]

Hi, I got this error : [ TypeError: dict() got multiple values for keyword argument 'training' ] can you help me please ?

[thamle]

I have this type of error: Unable to open file (unable to open file: name = '/drive/My Drive/Colab Notebooks/resnet50_coco_best_v2.0.1.h5', errno = 2, error message = 'No such file or directory', flags = 0, o_flags = 0). How can I fix this?

[channelpro]

i have a error ModuleNotFoundError: No module named 'imageai', pls help me. i installed imageAI

[deekshithamadupathi]

How to resolve the error below. Please do help me


Traceback (most recent call last):
File "C:/Users/punny/Desktop/FirstDetection.py", line 1, in <module>
from imageai.Detection import ObjectDetection
ModuleNotFoundError: No module named 'imageai'

[anubhavsarkar]

Having problem in installing imageai. pip3 is not there with Python 3.6

Do you know how to resolve this error ?

[mujeebullahkhan]

Where to put the imageAI external downloaded file

[keerthinandigam]

Hey, what is that resnet50... file you have used??

[kartikpandey]

Hi, How to use a live video ?to do the processing

[amitazad]

Hi, I have an image in which there is a statement and in between there is an image.
Is it possible to read everything in below format:


On Image I have following statement:
Press the bell icon <bell_image> to get regular updates.


I am expecting output:
Press the bell icon <image> to get regular updates.
Or
Press the bell icon to get regular updates.

[princehisto]

I'm here because of Start Up korean drama series.