This computer vision project is about image classification and object detection. In this application it will be used images and video from traffic in different situations in order to classify and count the number of vehicles, in this case motorcycles and cars.
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- Link to download the Original Dataset :
This repository contains images of cars and motorcycles in traffic.
Database - Distribution of Dataset in training and test :
Decompress, randomize, and split into training and test sets.
Distribution_Dataset - Json Files labeled in https://linkedai.co/ :
Files downloaded on the linkedai platform after processing and labeling each image on that platform.
Train-set Test-set - Transformation from Json to TFrecord file :
Json_to_TFrecord - Training model and saving it :
Training_Models - Inference the model + Object Detection + Tracking :
Inference_Objectdetection_tracking