Added Deep CNN and ayugmentation

.gitignore

@@ -188,3 +188,13 @@ ipython_config.py
 # Remove previous ipynb_checkpoints
 #   git rm -r .ipynb_checkpoints/
 
+# User Added:
+
+data/**
+!data/**/
+!**/.gitkeep
+
+
+
+models/**
+!**/.gitkeep

.python-version

@@ -0,0 +1 @@
+3.11

README.md

@@ -1,3 +1,6 @@
 # vehicle-classification
 
 UTD Vehicle Classification Assessment Code
+
+Download Zip and move to data/raw/
+Extract zip into data/raw/vehicle_classification

requirements.txt

@@ -0,0 +1,67 @@
+asttokens==3.0.1
+comm==0.2.3
+contourpy==1.3.3
+cuda-bindings==12.9.4
+cuda-pathfinder==1.2.2
+cuda-toolkit==12.8.1
+cycler==0.12.1
+debugpy==1.8.20
+decorator==5.2.1
+executing==2.2.1
+filelock==3.25.2
+fonttools==4.62.1
+fsspec==2026.2.0
+ipykernel==7.2.0
+ipython==9.10.0
+ipython_pygments_lexers==1.1.1
+jedi==0.19.2
+Jinja2==3.1.6
+jupyter_client==8.8.0
+jupyter_core==5.9.1
+kiwisolver==1.5.0
+MarkupSafe==3.0.2
+matplotlib==3.10.8
+matplotlib-inline==0.2.1
+mpmath==1.3.0
+nest-asyncio==1.6.0
+networkx==3.6.1
+numpy==2.4.3
+nvidia-cublas-cu12==12.8.4.1
+nvidia-cuda-cupti-cu12==12.8.90
+nvidia-cuda-nvrtc-cu12==12.8.93
+nvidia-cuda-runtime-cu12==12.8.90
+nvidia-cudnn-cu12==9.20.0.48
+nvidia-cufft-cu12==11.3.3.83
+nvidia-cufile-cu12==1.13.1.3
+nvidia-curand-cu12==10.3.9.90
+nvidia-cusolver-cu12==11.7.3.90
+nvidia-cusparse-cu12==12.5.8.93
+nvidia-cusparselt-cu12==0.7.1
+nvidia-nccl-cu12==2.29.7
+nvidia-nvjitlink-cu12==12.8.93
+nvidia-nvshmem-cu12==3.4.5
+nvidia-nvtx-cu12==12.8.90
+packaging==26.0
+parso==0.8.6
+pexpect==4.9.0
+pillow==12.1.1
+platformdirs==4.9.4
+prompt_toolkit==3.0.52
+psutil==7.2.2
+ptyprocess==0.7.0
+pure_eval==0.2.3
+Pygments==2.19.2
+pyparsing==3.3.2
+python-dateutil==2.9.0.post0
+pyzmq==27.1.0
+six==1.17.0
+stack-data==0.6.3
+sympy==1.14.0
+torch==2.12.0.dev20260318+cu128
+torchaudio==2.11.0.dev20260318+cu128
+torchvision==0.26.0.dev20260318+cu128
+tornado==6.5.5
+traitlets==5.14.3
+triton==3.6.0+git9844da95
+typing_extensions==4.15.0
+wcwidth==0.6.0