gdsc-iiit-kalyani / raksha Goto Github PK

The entire error message goes on like this:

(tf) plastic@lenovo-ideapad-slim5:~/dev/temp$ python app.py
Traceback (most recent call last):
  File "/home/plastic/dev/temp/app.py", line 13, in 
    from scoring import get_score
  File "/home/plastic/dev/temp/scoring.py", line 13, in 
    model = tf.saved_model.load('./model/')
  File "/home/plastic/miniconda3/envs/tf/lib/python3.9/site-packages/tensorflow/python/saved_model/load.py", line 864, in load
    result = load_internal(export_dir, tags, options)["root"]
  File "/home/plastic/miniconda3/envs/tf/lib/python3.9/site-packages/tensorflow/python/saved_model/load.py", line 902, in load_internal
    loader = loader_cls(object_graph_proto, saved_model_proto, export_dir,
  File "/home/plastic/miniconda3/envs/tf/lib/python3.9/site-packages/tensorflow/python/saved_model/load.py", line 162, in __init__
    self._load_all()
  File "/home/plastic/miniconda3/envs/tf/lib/python3.9/site-packages/tensorflow/python/saved_model/load.py", line 259, in _load_all
    self._load_nodes()
  File "/home/plastic/miniconda3/envs/tf/lib/python3.9/site-packages/tensorflow/python/saved_model/load.py", line 448, in _load_nodes
    slot_variable = optimizer_object.add_slot(
AttributeError: '_UserObject' object has no attribute 'add_slot'

cause due to the line model = tf.saved_model.load('./model/')

Due to recent upgrades in tensorflow and keras, changing the imports and this line of code to the following fixes the error:

import imageio
import keras
import os
import cv2
import numpy as np
import random
#from tensorflow_docs.vis import embed

MAX_SEQ_LENGTH = 100
NUM_FEATURES = 2048
IMG_SIZE = 224
model = keras.models.load_model('./model/')

Lines to be changed are importing keras directly, removing tensorflow imports, removing keras api imports and changing tf.keras.saved_model.load("path") to keras.models.load_model("path")

Change or Improve the present UI

Correct the UI of login page.

Add the chatbot to help the users.

The following packages are used in the repo but missing from the requirements.txt file, hence throwing errors with the setup.

• flask_bootstrap
• flask_sqlalchemy
• flask_wtf
• flask_ckeditor

• submit button needs to be fixed
• the input box allows user to change scores using arrow buttons, the type of input box used to display final score needs to be changed, could be simply kept as a label

Dashboard page is useless.

Add one blog feature to the website.

Add the helpline section where safety guidelines and helpline numbers is present.

Helpline section will contain some guidelines and laws related to women.