deploy to huggingface spaces

README.md

@@ -1,13 +1,35 @@
----
-title: BulgarianPatternsRecognizer
-emoji: 🐢
-colorFrom: pink
-colorTo: gray
-sdk: gradio
-sdk_version: 4.19.2
-app_file: app.py
-pinned: false
-license: apache-2.0
----
-
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# Bulgarian, Japanese and Indian patterns recognizer 
+
+## Setup Conda
+```bash
+conda create -n SIMVerify python=3.11
+conda activate SIMVerify
+```
+## Installation
+
+```bash
+set HTTP_PROXY=http://proxy-us-austin.gemalto.com:8080
+set HTTPS_PROXY=http://proxy-us-austin.gemalto.com:8080
+pip install fastai fastbook scikit-image
+pip install gradio==3.50
+```
+
+## Get Images
+```bash
+python get_data.py <target path> <images count> <one or more pattern kinds>
+```
+
+## Train the neural network
+```bash
+python train.py <images path> <epochs count>
+```
+
+## Predicting in colsole 
+```bash
+python predict.py <image path>
+```
+
+## Running the UI on http://localhost 
+```bash
+python app.py
+```