Full Tutorial Setup Yolov5 Python Object Detection Botting OSRS Runescape

#yolov5
python Source code:https://github.com/slyautomation/osrs_yolov5

Yolov5 and pytorch for object detection in an RPG game Old School Runscape (osrs). This is a step by step guide/tutorial on installing python, pycharm, cuda, cudnn and labelimg and all the steps to create the project run and retrain your own yolov5 with pytorch model for object detection. This will be able to detect game objects (a cow, a chicken ). This will serve as our foundation as we explore many different automation methods and detecting objects in game without injecting code into the client application.

STEP 1. INSTALL PYTHON 3.7 OR LATER - https://youtu.be/pjIEI27DImA?t=47
install python = https://www.python.org/downloads/

STEP 2. INSTALL PYCHARM (COMMUNITY FREE VERSION) - https://youtu.be/pjIEI27DImA?t=165
install pycharm = https://www.jetbrains.com/pycharm/download/

STEP 3. INSTALL LABELIMG (BOUNDING BOXES ANNOTING TOOL) - https://youtu.be/pjIEI27DImA?t=281
install labelimg = https://github.com/heartexlabs/labelImg/releases

STEP 4. CHECK NVIDIA GPU DRIVER FOR LATEST VERSION - https://youtu.be/pjIEI27DImA?t=1013
https://www.nvidia.com/download/index.aspx

STEP 5. CHECK NVIDIA GPU FOR CUDA -
Install Cuda 10.2 - https://youtu.be/pjIEI27DImA?t=1098
check gpu for cuda version = https://developer.nvidia.com/cuda-gpus

STEP 6. Install Cudnn - https://youtu.be/pjIEI27DImA?t=1173
cuDNN = https://developer.nvidia.com/rdp/cudnn-archive#a-collapse765-10

STEPS IN PYTHON PROJECT:
Add osrs_yolov5 project - https://youtu.be/pjIEI27DImA?t=543
python Source code: https://github.com/slyautomation/osrs_yolov5

Install all module requirments for yolov5 - https://youtu.be/pjIEI27DImA?t=1361
Install pytorch modules - https://youtu.be/pjIEI27DImA?t=1414
Download yolo files and Test pytorch and cuda work - https://youtu.be/pjIEI27DImA?t=1528
Run the Training python script - https://youtu.be/pjIEI27DImA?t=1791
Test Yolov5 Dectections script - https://youtu.be/pjIEI27DImA?t=1936
Test Custom Detections (osrs cows model) - https://youtu.be/pjIEI27DImA?t=2072
Run Detections (osrs cows model) on Monitor Display / Realtime (screenshots with Pillow ImageGrab) - https://youtu.be/pjIEI27DImA?t=2112
Retrain using Detections model - https://youtu.be/pjIEI27DImA?t=2443

pytorch: https://pytorch.org/docs/stable/index.html

yolov5: https://pytorch.org/hub/ultralytics_yolov5/

yolov5 repo: https://github.com/ultralytics/yolov5


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