I will do object detection and classification using python

I will train object detection models and build custom algorithms for detecting, tracking, and counting objects in images, videos, or live streams. I can collect data, create suitable datasets, and handle image/video preprocessing and annotation using OpenCV.

I also train classification models to identify object classes in visual media and align them with your software needs, including UI and deployment.

I can help you with:

Image annotation

Object detection & classification model training

Object counting & direction tracking

Image preprocessing

High-speed, high-accuracy results

Full ML apps with frontend & backend

Project types:

Model training & deployment

Image segmentation

Desktop apps for deployed models

Model architectures:

YOLO (v3v8,v11), SSD MobileNet, EfficientDet, Detectron2

Tools:

OpenCV, TensorFlow, PyTorch, Keras, Scikit-learn, Flask, FastAPI, ByteTrack, DeepSORT

Languages:

Python, SQL, HTML, CSS, NodeJS