Analyze_Cv_Dataset

Dataset requirements

Data need to be in this format

Dir: ex: /home/name/data

Include the train and test data.

train: Dir/train/images/ --> include the jpg images. train: Dir/train/labels/ --> include annotation txt files.

val: Dir/val/images/ --> Include the jpg images. val: Dir/val/labels/ --> Include the txt files.

classes: Dir/classes.txt

Install the data_gradients

pip install data_gradients

Using this repo you can analyze your image dataset

git clone https://github.com/harikrishna7696/Analyze_Cv_Dataset.git

Run the data_set_analyzer.py

python3 dataset_set_analyzer.py --root_dir 'directory where your data available' --title 'Saving the report in Dir'

Note: Feel free to change the code as you need.