Delete src

src/app/predict_pose.py

@@ -1,68 +0,0 @@
-import sys
-import PIL.Image as Image
-from ultralytics import YOLO
-import gradio as gr
-import spaces
-
-# Local imports
-from src.logger import logging
-from src.exception import CustomExceptionHandling
-
-
-@spaces.GPU
-def predict_pose(
-    img: str,
-    conf_threshold: float,
-    iou_threshold: float,
-    max_detections: int,
-    model_name: str,
-) -> Image.Image:
-    """
-    Predicts objects in an image using a YOLOv8 model with adjustable confidence and IOU thresholds.
-
-    Args:
-        - img (str or numpy.ndarray): The input image or path to the image file.
-        - conf_threshold (float): The confidence threshold for object detection.
-        - iou_threshold (float): The Intersection Over Union (IOU) threshold for non-max suppression.
-        - max_detections (int): The maximum number of detections allowed.
-        - model_name (str): The name or path of the YOLOv8 model to be used for prediction.
-
-    Returns:
-        PIL.Image.Image: The image with predicted objects plotted on it.
-    """
-    try:
-        # Check if image is None
-        if img is None:
-            gr.Warning("Please provide an image.")
-
-        # Load the YOLO model
-        model = YOLO(model_name)
-
-        # Predict objects in the image
-        results = model.predict(
-            source=img,
-            conf=conf_threshold,
-            iou=iou_threshold,
-            max_det=max_detections,
-            show_labels=True,
-            show_conf=True,
-            imgsz=640,
-            half=True,
-            device="cuda:0",
-        )
-
-        # Plot the predicted objects on the image
-        for r in results:
-            im_array = r.plot()
-            im = Image.fromarray(im_array[..., ::-1])
-
-        # Log the successful prediction
-        logging.info("Pose estimated successfully.")
-
-        # Return the image
-        return im
-
-    # Handle exceptions that may occur during the process
-    except Exception as e:
-        # Custom exception handling
-        raise CustomExceptionHandling(e, sys) from e

src/exception.py

@@ -1,50 +0,0 @@
-"""
-This module defines a custom exception handling class and a function to get error message with details of the error.
-"""
-
-# Standard Library
-import sys
-
-# Local imports
-from src.logger import logging
-
-
-# Function Definition to get error message with details of the error (file name and line number) when an error occurs in the program
-def get_error_message(error, error_detail: sys):
-    """
-    Get error message with details of the error.
-
-    Args:
-        - error (Exception): The error that occurred.
-        - error_detail (sys): The details of the error.
-
-    Returns:
-        str: A string containing the error message along with the file name and line number where the error occurred.
-    """
-    _, _, exc_tb = error_detail.exc_info()
-
-    # Get error details
-    file_name = exc_tb.tb_frame.f_code.co_filename
-    return "Error occured in python script name [{0}] line number [{1}] error message[{2}]".format(
-        file_name, exc_tb.tb_lineno, str(error)
-    )
-
-
-# Custom Exception Handling Class Definition
-class CustomExceptionHandling(Exception):
-    """
-    Custom Exception Handling:
-        This class defines a custom exception that can be raised when an error occurs in the program.
-        It takes an error message and an error detail as input and returns a formatted error message when the exception is raised.
-    """
-
-    # Constructor
-    def __init__(self, error_message, error_detail: sys):
-        """Initialize the exception"""
-        super().__init__(error_message)
-
-        self.error_message = get_error_message(error_message, error_detail=error_detail)
-
-    def __str__(self):
-        """String representation of the exception"""
-        return self.error_message

src/logger.py

@@ -1,21 +0,0 @@
-# Importing the required modules
-import os
-import logging
-from datetime import datetime
-
-# Creating a log file with the current date and time as the name of the file
-LOG_FILE = f"{datetime.now().strftime('%m_%d_%Y_%H_%M_%S')}.log"
-
-# Creating a logs folder if it does not exist
-logs_path = os.path.join(os.getcwd(), "logs", LOG_FILE)
-os.makedirs(logs_path, exist_ok=True)
-
-# Setting the log file path and the log level
-LOG_FILE_PATH = os.path.join(logs_path, LOG_FILE)
-
-# Configuring the logger
-logging.basicConfig(
-    filename=LOG_FILE_PATH,
-    format="[ %(asctime)s ] %(lineno)d %(name)s - %(levelname)s - %(message)s",
-    level=logging.INFO,
-)