small-scale-computer-vision

There are 1 repository under small-scale-computer-vision topic.

• ablanco1950 / LicensePlate_Yolov8_Filters_PaddleOCR

  Recognition of license plate numbers, in any format, by automatic detection with Yolov8, pipeline of filters and paddleocr as OCR

  computer-visiondeep-learningfilterslicense-plate-recognitionmachine-learningocrpaddleocryolov8image-processingobject-detectionopencvopencv-pythonpythonpython3video-processingyoloyolov3fsrcnndoubangosmall-scale-computer-vision
  Language:Python 13

• ablanco1950 / CarsBrands_Resnet_Pytorch

  Project that detects the brand of a car, between 1 and 49 brands ( the 49 brands of Stanford car file), that appears in a photograph with a success rate of more than 80% (using a test file that has not been involved in the training as a valid or training file, "unseen data") and can be implemented on a personal computer.

  brandscars-datasetimage-classificationopencvpythonpytorchresnetresnet-50standfordobject-detectionsmall-scale-computer-vision
  Language:Python

• ablanco1950 / CarsModels_Resnet_Pytorch

  Project that detects the model of a car, between 1 and 196 models ( the 196 modelss of Stanford car file), that appears in a photograph with a success rate of more than 70% (using a test file that has not been involved in the training as a valid or training file, "unseen data") and can be implemented on a personal computer.

  cars-datasetcars196deeplearningpythonpytorchresnetresnet-50stanford-carstransfer-learningsmall-scale-computer-vision
  Language:Python

• ablanco1950 / Directs_Object_Following_Lane

  Project that positions an object in a video following a road lane.

  computer-visionhough-lineslane-detectionopencvvideosmall-scale-computer-visioncv2cv2-libraryfsrcnnfiltersconcatsegmentation
  Language:Python