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cdle-traininglabs

Certifai Training Labs Repository using Eclipse Deeplearning4j

data-science-fundamentals

Data Science lab materials for CDLE

image-classification-cnn-tensorflowkeras

This is about classification of Electric Vehicles (EV) and non Electric Vehicles (nonVE). It is able to take in either video stream or image of a vehicle and classify it as EV or non-EV.

image-processing-opencv

This project is about the image processing. It is able to improve the quality of bad images like overexposed, underexposed, grainy or blurry.

mlops

person-countingtracking-yolov5-deepsort-pytorch

This project is about the tracking and counting of people. It is able to do the people tracking and counting on the video stream where the footage taken from an angle of a CCTV (top-down view).

time-series-labs

Hands-on training labs for Deep Learning in Time Series course by CERTIFAI

vehicle-countingtracking-yolov4-deepsort-tensorflowkeras

This project is about the tracking and counting of vehicle. It is able to take in video stream, at which the angle of camera preferable be a CCTV view.

vehicles-counting-yolov4-deepsort

A project for counting vehicles using YOLOv4 + DeepSORT + Flask + Ngrok + TF2

yolov4-custom-functions

A Wide Range of Custom Functions for YOLOv4, YOLOv4-tiny, YOLOv3, and YOLOv3-tiny Implemented in TensorFlow, TFLite, and TensorRT.

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite