streamlit-example

YOLO model deployment using Streamlit

☕ Read code explanations on medium blog here.

This project use official YOLO pretrained weights from COCO dataset, change pretrained weights with your created model based on your dataset.

Tested on:

• yolov7 detection ✅
• yolov7 segmentation ✅

Future test (Should be ok because it's use same approach):

• yolov5 detection ☑️
• yolov5 segmentation ☑️
• yolov8 detection ☑️
• yolov8 segmentation ☑️

⚠️ Just use what you need!

• Object detection: app.py and /runs/detect/yolov7.pt
• Object segmentation: app-segment.py and /runs/sement/yolov7-seg.pt

*delete unused files and pretrained model before uploading source folder to your github repo

⚠️ YOLO versions other than 5 (Ultralytics), 7 (WongKinLiu), 8 (Ultralytics) or those using a different approach require additional changes.