/OCR

A repository for hosting all of the OCR code written for Aadhar, PAN and GSTIN

Primary LanguagePython

OCR

A repository for hosting all of the OCR code written for Aadhar, PAN and GSTIN

Aadhaar card and PAN card Detection

Using Tensorflow Object Detection API

Unzip the inference_graph.zip file in the inference_graph_aadhar directory.

Demo on image

python Object_detection_image.py --image <image_path>

Demo on webcam

python Object_detection_webcam.py

Using YOLO Detect

Unzip the ckpt.zip file in the same directory.

Demo on image

python YoloDemo_image.py --image <image_path>

Demo on webcam

python YoloDemo_webcam.py

Training the tensorflow model for other variations

Use generate_tfrecord.py to generate tfrecord files for test and training set from labeled images.
Use train.py to train the tensorflow model for any change in format.
For labeling images follow the *github link.
For detailed explanation you can follow first reference.
The training for yolo goes similarly except for the model you choose. The tensorflow model is trained on ssd_mobilenet_v1 model which is computationally light with pretty accurate results.

References