First,
`pip3 install -r requirements.txt`
Then
Use
`python3 run.py`
Then you will run the model and it will create
the data and everything will be done.
I am personally using Anaconda Environment you
could use pip3 environment also.
Distributor ID: Ubuntu
Description: Ubuntu 20.04.3 LTS
Release: 20.04
Codename: focal
GeForce RTX 3060
Driver Version: 460.106.00
CUDA Version: 11.2
12050MiB
Architecture: x86_64
Vendor ID: AuthenticAMD
Model name: AMD Ryzen 5 3500 6-Core Processor
Thread(s) per core: 1
Core(s) per socket: 6
Socket(s): 1
Frequency boost: enabled
CPU max MHz: 4120.3120
CPU min MHz: 2200.0000
BogoMIPS: 7200.03
Virtualization features:
Virtualization: AMD-V
Model/modelling has all of the object detection models
Model/dataset has all of the dataset downloading funtionality
Model/preds is the predictions for the test images
Model/test_imgs is all of the test images used to check the model in the real world
Model/help_funcs.py has basic helper funtions
Model/metrics.py has metrics from torchmetrics
Model/param_tunning.py param tuning custom and ray parameter tunning
.history has all of the small changes made
.github has all of the other useful github stuff
.deepsource.toml is used for deep source funtionality
.gitignore hide useless files
LICENSE copyright
requirements.txt has the requirments to download this project locally
run.py runs all of the Model funtions
This Project is Protected under the Apache License 2.0
