multimodal: Renamed the folder name to weld defect classification (#840)

This PR updates the DLStreamer pipeline server image from Ubuntu 22 to Ubuntu 24 and renames the model resource folder from "weld-porosity" to "models" with an updated model path from "weld-porosity-f16-DeiT" to "weld-defect-classification-f16-DeiT".

1. Updated DLStreamer pipeline server image tag from ubuntu22 to ubuntu24
2. Renamed resource folder from "weld-porosity" to "models"
3. Updated model path to use renamed "weld-defect-classification-f16-DeiT" folder

Signed-off-by: Vellaisamy, Sathyendran <sathyendran.vellaisamy@intel.com>

Author: sathyendranv

manufacturing-ai-suite/industrial-edge-insights-multimodal/.env

@@ -33,7 +33,7 @@ LOG_LEVEL=INFO
 TIME_SERIES_ANALYTICS_IMAGE=intel/ia-time-series-analytics-microservice:1.1.0
 WELD_SIMULATOR_IMAGE=intel/ia-weld-data-simulator:1.0.0
 FUSION_MODULE_IMAGE=intel/ia-multimodal-fusion-analytics:1.0.0
-DLSTREAMER_PIPELINE_SERVER_IMAGE=intel/dlstreamer-pipeline-server:3.1.0-ubuntu22
+DLSTREAMER_PIPELINE_SERVER_IMAGE=intel/dlstreamer-pipeline-server:3.1.0-ubuntu24
 
 # Please provide the suffix for the image version you want to use like rc1, rc2, git hash id etc.
 IMAGE_SUFFIX=weekly

manufacturing-ai-suite/industrial-edge-insights-multimodal/configs/dlstreamer-pipeline-server/config.json

@@ -31,7 +31,7 @@
                     },
                     "parameters": {
                         "classification-properties": {
-                            "model": "/home/pipeline-server/resources/weld-porosity/models/weld-porosity-f16-DeiT/deployment/Classification/model/model.xml",
+                            "model": "/home/pipeline-server/resources/models/weld-defect-classification-f16-DeiT/deployment/Classification/model/model.xml",
                             "device": "CPU"
                         }
                     }