├── .dockerignore ├── .gitattributes ├── .github ├── FUNDING.yml ├── ISSUE_TEMPLATE │ ├── bug-report.md │ ├── feature-request.md │ └── question.md ├── dependabot.yml └── workflows │ ├── ci-testing.yml │ ├── codeql-analysis.yml │ ├── greetings.yml │ ├── rebase.yml │ └── stale.yml ├── .gitignore ├── CONTRIBUTING.md ├── Dockerfile ├── GUI Image ├── DroidCam.jpg ├── DroidCam128.png ├── DroidCam2.jpg ├── DroidCam2_50.png ├── DroidCam50.png ├── Light │ ├── green_light.png │ ├── red_light.png │ └── warning.png ├── Sign │ ├── GUI │ │ ├── M │ │ │ ├── DFMsample.jpg │ │ │ ├── DirectForMotor.jpg │ │ │ ├── KeepRight.jpg │ │ │ ├── KeepRightsample.jpg │ │ │ └── M.txt │ │ ├── P │ │ │ ├── ALTRightTurn.jpg │ │ │ ├── ALTRightTurn_sample.jpg │ │ │ ├── P.txt │ │ │ ├── SpdLimit30.jpg │ │ │ └── SpdLimit30_sample.jpg │ │ └── W │ │ │ ├── Children.jpg │ │ │ ├── Children_sample.jpg │ │ │ ├── CurveToRight.jpg │ │ │ ├── CurveToRight_sample.jpg │ │ │ └── W.txt │ └── Standard_Sample │ │ ├── M │ │ ├── CarOnly.jpg │ │ ├── DirectForMotor.jpg │ │ ├── KeepLeft.jpg │ │ ├── KeepRight.jpg │ │ ├── LeftTurn.jpg │ │ ├── RightTurn.jpg │ │ ├── Roundabout.jpg │ │ ├── StraightOnly.jpg │ │ ├── StraightOrLeft.jpg │ │ └── StraightOrRight.jpg │ │ ├── P │ │ ├── ALTRightTurn.jpg │ │ ├── NoEntry.jpg │ │ ├── NoLeftTurn.jpg │ │ ├── NoRandLTurn.jpg │ │ ├── NoRightTurn.jpg │ │ ├── NoStopping.jpg │ │ ├── NoUTurn.jpg │ │ ├── Other_SignC.jpg │ │ ├── SpdLimit100.jpg │ │ ├── SpdLimit120.jpg │ │ ├── SpdLimit20.jpg │ │ ├── SpdLimit30.jpg │ │ ├── SpdLimit40.jpg │ │ ├── SpdLimit50.jpg │ │ ├── SpdLimit60.jpg │ │ ├── Spdimit70.jpg │ │ └── Spdimit80.jpg │ │ └── W │ │ ├── Children.jpg │ │ ├── CurveToLeft.jpg │ │ ├── CurveToRight.jpg │ │ ├── DoubleCurve1.jpg │ │ ├── DoubleCurve2.jpg │ │ ├── FallingRocks.jpg │ │ ├── OtherDanger.jpg │ │ ├── Other_SignD.jpg │ │ ├── Other_SignT.jpg │ │ ├── Other_SignT2.jpg │ │ ├── Pedestrians.jpg │ │ ├── RoadLights.jpg │ │ ├── RoadNarrows.jpg │ │ ├── SeparateIsland.JPG │ │ ├── SlipperyRoad.jpg │ │ ├── Slow.jpg │ │ ├── Stop.jpg │ │ └── UnevenRoad.jpg ├── WebCam.png ├── arrow_right.png ├── camera.png ├── execution.png ├── folder32.png ├── green_light.jpg ├── image.png ├── next.png ├── pause2.png ├── play2.png ├── prev.png ├── red_light.jpg ├── settings.png ├── stop.png ├── youtube.png ├── 鯊鯊1.png ├── 鯊鯊2.jpg ├── 鯊鯊3.jpg ├── 鯊鯊4-2.ico ├── 鯊鯊4-2.png ├── 鯊鯊4.ico └── 鯊鯊4.png ├── GUI_test.py ├── LICENSE ├── README Image ├── 0.jpg ├── 1.jpg ├── 2.jpg ├── 3-1.jpg ├── 3-2.jpg ├── 4.jpg ├── 5-1.jpg ├── 5-2.jpg ├── 6.jpg ├── 7.jpg └── 8.jpg ├── README.md ├── SignAlgo_DL_final.py ├── SignAlgo_ML_final.py ├── TrafficLightAlgo_v01.py ├── data ├── Argoverse_HD.yaml ├── GlobalWheat2020.yaml ├── Objects365.yaml ├── SKU-110K.yaml ├── VOC.yaml ├── VisDrone.yaml ├── coco.yaml ├── coco128.yaml ├── hyps │ ├── hyp.finetune.yaml │ ├── hyp.finetune_objects365.yaml │ ├── hyp.scratch-p6.yaml │ └── hyp.scratch.yaml ├── images │ ├── bus.jpg │ └── zidane.jpg ├── scripts │ ├── download_weights.sh │ ├── get_coco.sh │ └── get_coco128.sh └── xView.yaml ├── detect.py ├── detect_Main_Jeff.py ├── export.py ├── hubconf.py ├── models ├── __init__.py ├── common.py ├── experimental.py ├── hub │ ├── anchors.yaml │ ├── yolov3-spp.yaml │ ├── yolov3-tiny.yaml │ ├── yolov3.yaml │ ├── yolov5-fpn.yaml │ ├── yolov5-p2.yaml │ ├── yolov5-p6.yaml │ ├── yolov5-p7.yaml │ ├── yolov5-panet.yaml │ ├── yolov5l6.yaml │ ├── yolov5m6.yaml │ ├── yolov5s-transformer.yaml │ ├── yolov5s6.yaml │ └── yolov5x6.yaml ├── yolo.py ├── yolov5l.yaml ├── yolov5m.yaml ├── yolov5s.yaml └── yolov5x.yaml ├── plates.jpg ├── recognize.py ├── requirements.txt ├── test.py ├── train.py ├── tutorial.ipynb ├── utils ├── __init__.py ├── activations.py ├── augmentations.py ├── autoanchor.py ├── aws │ ├── __init__.py │ ├── mime.sh │ ├── resume.py │ └── userdata.sh ├── datasets.py ├── flask_rest_api │ ├── README.md │ ├── example_request.py │ └── restapi.py ├── general.py ├── google_app_engine │ ├── Dockerfile │ ├── additional_requirements.txt │ └── app.yaml ├── google_utils.py ├── loss.py ├── metrics.py ├── plots.py ├── torch_utils.py └── wandb_logging │ ├── __init__.py │ ├── log_dataset.py │ └── wandb_utils.py └── 自駕車影像辨識系統 (Image Identification for Self-Driving Cars).pdf /.dockerignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/.dockerignore -------------------------------------------------------------------------------- /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/.gitattributes -------------------------------------------------------------------------------- /.github/FUNDING.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/.github/FUNDING.yml -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/bug-report.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/.github/ISSUE_TEMPLATE/bug-report.md -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/feature-request.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/.github/ISSUE_TEMPLATE/feature-request.md -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/question.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/.github/ISSUE_TEMPLATE/question.md -------------------------------------------------------------------------------- /.github/dependabot.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/.github/dependabot.yml -------------------------------------------------------------------------------- /.github/workflows/ci-testing.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/.github/workflows/ci-testing.yml -------------------------------------------------------------------------------- /.github/workflows/codeql-analysis.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/.github/workflows/codeql-analysis.yml -------------------------------------------------------------------------------- /.github/workflows/greetings.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/.github/workflows/greetings.yml -------------------------------------------------------------------------------- /.github/workflows/rebase.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/.github/workflows/rebase.yml -------------------------------------------------------------------------------- /.github/workflows/stale.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/.github/workflows/stale.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /CONTRIBUTING.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/CONTRIBUTING.md -------------------------------------------------------------------------------- /Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/Dockerfile -------------------------------------------------------------------------------- /GUI Image/DroidCam.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/DroidCam.jpg -------------------------------------------------------------------------------- /GUI Image/DroidCam128.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/DroidCam128.png -------------------------------------------------------------------------------- /GUI Image/DroidCam2.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/DroidCam2.jpg -------------------------------------------------------------------------------- /GUI Image/DroidCam2_50.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/DroidCam2_50.png -------------------------------------------------------------------------------- /GUI Image/DroidCam50.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/DroidCam50.png -------------------------------------------------------------------------------- /GUI Image/Light/green_light.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Light/green_light.png -------------------------------------------------------------------------------- /GUI Image/Light/red_light.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Light/red_light.png -------------------------------------------------------------------------------- /GUI Image/Light/warning.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Light/warning.png -------------------------------------------------------------------------------- /GUI Image/Sign/GUI/M/DFMsample.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/GUI/M/DFMsample.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/GUI/M/DirectForMotor.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/GUI/M/DirectForMotor.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/GUI/M/KeepRight.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/GUI/M/KeepRight.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/GUI/M/KeepRightsample.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/GUI/M/KeepRightsample.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/GUI/M/M.txt: -------------------------------------------------------------------------------- 1 | FollowSign -------------------------------------------------------------------------------- /GUI Image/Sign/GUI/P/ALTRightTurn.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/GUI/P/ALTRightTurn.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/GUI/P/ALTRightTurn_sample.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/GUI/P/ALTRightTurn_sample.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/GUI/P/P.txt: -------------------------------------------------------------------------------- 1 | Be Aware -------------------------------------------------------------------------------- /GUI Image/Sign/GUI/P/SpdLimit30.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/GUI/P/SpdLimit30.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/GUI/P/SpdLimit30_sample.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/GUI/P/SpdLimit30_sample.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/GUI/W/Children.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/GUI/W/Children.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/GUI/W/Children_sample.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/GUI/W/Children_sample.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/GUI/W/CurveToRight.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/GUI/W/CurveToRight.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/GUI/W/CurveToRight_sample.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/GUI/W/CurveToRight_sample.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/GUI/W/W.txt: -------------------------------------------------------------------------------- 1 | Caution -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/M/CarOnly.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/M/CarOnly.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/M/DirectForMotor.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/M/DirectForMotor.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/M/KeepLeft.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/M/KeepLeft.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/M/KeepRight.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/M/KeepRight.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/M/LeftTurn.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/M/LeftTurn.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/M/RightTurn.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/M/RightTurn.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/M/Roundabout.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/M/Roundabout.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/M/StraightOnly.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/M/StraightOnly.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/M/StraightOrLeft.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/M/StraightOrLeft.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/M/StraightOrRight.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/M/StraightOrRight.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/P/ALTRightTurn.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/P/ALTRightTurn.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/P/NoEntry.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/P/NoEntry.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/P/NoLeftTurn.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/P/NoLeftTurn.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/P/NoRandLTurn.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/P/NoRandLTurn.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/P/NoRightTurn.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/P/NoRightTurn.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/P/NoStopping.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/P/NoStopping.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/P/NoUTurn.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/P/NoUTurn.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/P/Other_SignC.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/P/Other_SignC.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/P/SpdLimit100.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/P/SpdLimit100.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/P/SpdLimit120.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/P/SpdLimit120.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/P/SpdLimit20.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/P/SpdLimit20.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/P/SpdLimit30.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/P/SpdLimit30.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/P/SpdLimit40.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/P/SpdLimit40.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/P/SpdLimit50.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/P/SpdLimit50.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/P/SpdLimit60.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/P/SpdLimit60.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/P/Spdimit70.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/P/Spdimit70.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/P/Spdimit80.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/P/Spdimit80.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/W/Children.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/W/Children.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/W/CurveToLeft.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/W/CurveToLeft.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/W/CurveToRight.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/W/CurveToRight.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/W/DoubleCurve1.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/W/DoubleCurve1.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/W/DoubleCurve2.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/W/DoubleCurve2.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/W/FallingRocks.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/W/FallingRocks.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/W/OtherDanger.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/W/OtherDanger.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/W/Other_SignD.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/W/Other_SignD.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/W/Other_SignT.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/W/Other_SignT.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/W/Other_SignT2.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/W/Other_SignT2.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/W/Pedestrians.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/W/Pedestrians.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/W/RoadLights.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/W/RoadLights.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/W/RoadNarrows.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/W/RoadNarrows.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/W/SeparateIsland.JPG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/W/SeparateIsland.JPG -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/W/SlipperyRoad.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/W/SlipperyRoad.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/W/Slow.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/W/Slow.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/W/Stop.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/W/Stop.jpg -------------------------------------------------------------------------------- /GUI Image/Sign/Standard_Sample/W/UnevenRoad.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/Sign/Standard_Sample/W/UnevenRoad.jpg -------------------------------------------------------------------------------- /GUI Image/WebCam.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/WebCam.png -------------------------------------------------------------------------------- /GUI Image/arrow_right.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/arrow_right.png -------------------------------------------------------------------------------- /GUI Image/camera.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/camera.png -------------------------------------------------------------------------------- /GUI Image/execution.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/execution.png -------------------------------------------------------------------------------- /GUI Image/folder32.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/folder32.png -------------------------------------------------------------------------------- /GUI Image/green_light.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/green_light.jpg -------------------------------------------------------------------------------- /GUI Image/image.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/image.png -------------------------------------------------------------------------------- /GUI Image/next.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/next.png -------------------------------------------------------------------------------- /GUI Image/pause2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/pause2.png -------------------------------------------------------------------------------- /GUI Image/play2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/play2.png -------------------------------------------------------------------------------- /GUI Image/prev.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/prev.png -------------------------------------------------------------------------------- /GUI Image/red_light.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/red_light.jpg -------------------------------------------------------------------------------- /GUI Image/settings.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/settings.png -------------------------------------------------------------------------------- /GUI Image/stop.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/stop.png -------------------------------------------------------------------------------- /GUI Image/youtube.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/youtube.png -------------------------------------------------------------------------------- /GUI Image/鯊鯊1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/鯊鯊1.png -------------------------------------------------------------------------------- /GUI Image/鯊鯊2.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/鯊鯊2.jpg -------------------------------------------------------------------------------- /GUI Image/鯊鯊3.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/鯊鯊3.jpg -------------------------------------------------------------------------------- /GUI Image/鯊鯊4-2.ico: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/鯊鯊4-2.ico -------------------------------------------------------------------------------- /GUI Image/鯊鯊4-2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/鯊鯊4-2.png -------------------------------------------------------------------------------- /GUI Image/鯊鯊4.ico: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/鯊鯊4.ico -------------------------------------------------------------------------------- /GUI Image/鯊鯊4.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI Image/鯊鯊4.png -------------------------------------------------------------------------------- /GUI_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/GUI_test.py -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/LICENSE -------------------------------------------------------------------------------- /README Image/0.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/README Image/0.jpg -------------------------------------------------------------------------------- /README Image/1.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/README Image/1.jpg -------------------------------------------------------------------------------- /README Image/2.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/README Image/2.jpg -------------------------------------------------------------------------------- /README Image/3-1.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/README Image/3-1.jpg -------------------------------------------------------------------------------- /README Image/3-2.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/README Image/3-2.jpg -------------------------------------------------------------------------------- /README Image/4.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/README Image/4.jpg -------------------------------------------------------------------------------- /README Image/5-1.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/README Image/5-1.jpg -------------------------------------------------------------------------------- /README Image/5-2.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/README Image/5-2.jpg -------------------------------------------------------------------------------- /README Image/6.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/README Image/6.jpg -------------------------------------------------------------------------------- /README Image/7.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/README Image/7.jpg -------------------------------------------------------------------------------- /README Image/8.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/README Image/8.jpg -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/README.md -------------------------------------------------------------------------------- /SignAlgo_DL_final.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/SignAlgo_DL_final.py -------------------------------------------------------------------------------- /SignAlgo_ML_final.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/SignAlgo_ML_final.py -------------------------------------------------------------------------------- /TrafficLightAlgo_v01.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/TrafficLightAlgo_v01.py -------------------------------------------------------------------------------- /data/Argoverse_HD.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/data/Argoverse_HD.yaml -------------------------------------------------------------------------------- /data/GlobalWheat2020.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/data/GlobalWheat2020.yaml -------------------------------------------------------------------------------- /data/Objects365.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/data/Objects365.yaml -------------------------------------------------------------------------------- /data/SKU-110K.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/data/SKU-110K.yaml -------------------------------------------------------------------------------- /data/VOC.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/data/VOC.yaml -------------------------------------------------------------------------------- /data/VisDrone.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/data/VisDrone.yaml -------------------------------------------------------------------------------- /data/coco.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/data/coco.yaml -------------------------------------------------------------------------------- /data/coco128.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/data/coco128.yaml -------------------------------------------------------------------------------- /data/hyps/hyp.finetune.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/data/hyps/hyp.finetune.yaml -------------------------------------------------------------------------------- /data/hyps/hyp.finetune_objects365.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/data/hyps/hyp.finetune_objects365.yaml -------------------------------------------------------------------------------- /data/hyps/hyp.scratch-p6.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/data/hyps/hyp.scratch-p6.yaml -------------------------------------------------------------------------------- /data/hyps/hyp.scratch.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/data/hyps/hyp.scratch.yaml -------------------------------------------------------------------------------- /data/images/bus.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/data/images/bus.jpg -------------------------------------------------------------------------------- /data/images/zidane.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/data/images/zidane.jpg -------------------------------------------------------------------------------- /data/scripts/download_weights.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/data/scripts/download_weights.sh -------------------------------------------------------------------------------- /data/scripts/get_coco.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/data/scripts/get_coco.sh -------------------------------------------------------------------------------- /data/scripts/get_coco128.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/data/scripts/get_coco128.sh -------------------------------------------------------------------------------- /data/xView.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/data/xView.yaml -------------------------------------------------------------------------------- /detect.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/detect.py -------------------------------------------------------------------------------- /detect_Main_Jeff.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/detect_Main_Jeff.py -------------------------------------------------------------------------------- /export.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/export.py -------------------------------------------------------------------------------- /hubconf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/hubconf.py -------------------------------------------------------------------------------- /models/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /models/common.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/models/common.py -------------------------------------------------------------------------------- /models/experimental.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/models/experimental.py -------------------------------------------------------------------------------- /models/hub/anchors.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/models/hub/anchors.yaml -------------------------------------------------------------------------------- /models/hub/yolov3-spp.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/models/hub/yolov3-spp.yaml -------------------------------------------------------------------------------- /models/hub/yolov3-tiny.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/models/hub/yolov3-tiny.yaml -------------------------------------------------------------------------------- /models/hub/yolov3.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/models/hub/yolov3.yaml -------------------------------------------------------------------------------- /models/hub/yolov5-fpn.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/models/hub/yolov5-fpn.yaml -------------------------------------------------------------------------------- /models/hub/yolov5-p2.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/models/hub/yolov5-p2.yaml -------------------------------------------------------------------------------- /models/hub/yolov5-p6.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/models/hub/yolov5-p6.yaml -------------------------------------------------------------------------------- /models/hub/yolov5-p7.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/models/hub/yolov5-p7.yaml -------------------------------------------------------------------------------- /models/hub/yolov5-panet.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/models/hub/yolov5-panet.yaml -------------------------------------------------------------------------------- /models/hub/yolov5l6.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/models/hub/yolov5l6.yaml -------------------------------------------------------------------------------- /models/hub/yolov5m6.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/models/hub/yolov5m6.yaml -------------------------------------------------------------------------------- /models/hub/yolov5s-transformer.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/models/hub/yolov5s-transformer.yaml -------------------------------------------------------------------------------- /models/hub/yolov5s6.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/models/hub/yolov5s6.yaml -------------------------------------------------------------------------------- /models/hub/yolov5x6.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/models/hub/yolov5x6.yaml -------------------------------------------------------------------------------- /models/yolo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/models/yolo.py -------------------------------------------------------------------------------- /models/yolov5l.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/models/yolov5l.yaml -------------------------------------------------------------------------------- /models/yolov5m.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/models/yolov5m.yaml -------------------------------------------------------------------------------- /models/yolov5s.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/models/yolov5s.yaml -------------------------------------------------------------------------------- /models/yolov5x.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/models/yolov5x.yaml -------------------------------------------------------------------------------- /plates.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/plates.jpg -------------------------------------------------------------------------------- /recognize.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/recognize.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/requirements.txt -------------------------------------------------------------------------------- /test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/test.py -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/train.py -------------------------------------------------------------------------------- /tutorial.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/tutorial.ipynb -------------------------------------------------------------------------------- /utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /utils/activations.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/utils/activations.py -------------------------------------------------------------------------------- /utils/augmentations.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/utils/augmentations.py -------------------------------------------------------------------------------- /utils/autoanchor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/utils/autoanchor.py -------------------------------------------------------------------------------- /utils/aws/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /utils/aws/mime.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/utils/aws/mime.sh -------------------------------------------------------------------------------- /utils/aws/resume.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/utils/aws/resume.py -------------------------------------------------------------------------------- /utils/aws/userdata.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/utils/aws/userdata.sh -------------------------------------------------------------------------------- /utils/datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/utils/datasets.py -------------------------------------------------------------------------------- /utils/flask_rest_api/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/utils/flask_rest_api/README.md -------------------------------------------------------------------------------- /utils/flask_rest_api/example_request.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/utils/flask_rest_api/example_request.py -------------------------------------------------------------------------------- /utils/flask_rest_api/restapi.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/utils/flask_rest_api/restapi.py -------------------------------------------------------------------------------- /utils/general.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/utils/general.py -------------------------------------------------------------------------------- /utils/google_app_engine/Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/utils/google_app_engine/Dockerfile -------------------------------------------------------------------------------- /utils/google_app_engine/additional_requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/utils/google_app_engine/additional_requirements.txt -------------------------------------------------------------------------------- /utils/google_app_engine/app.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/utils/google_app_engine/app.yaml -------------------------------------------------------------------------------- /utils/google_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/utils/google_utils.py -------------------------------------------------------------------------------- /utils/loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/utils/loss.py -------------------------------------------------------------------------------- /utils/metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/utils/metrics.py -------------------------------------------------------------------------------- /utils/plots.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/utils/plots.py -------------------------------------------------------------------------------- /utils/torch_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/utils/torch_utils.py -------------------------------------------------------------------------------- /utils/wandb_logging/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /utils/wandb_logging/log_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/utils/wandb_logging/log_dataset.py -------------------------------------------------------------------------------- /utils/wandb_logging/wandb_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/utils/wandb_logging/wandb_utils.py -------------------------------------------------------------------------------- /自駕車影像辨識系統 (Image Identification for Self-Driving Cars).pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JeffWang0325/Image-Identification-for-Self-Driving-Cars/HEAD/自駕車影像辨識系統 (Image Identification for Self-Driving Cars).pdf --------------------------------------------------------------------------------