I will build object detection and image classification models in python
Python Developer: Web Scraping, Data Analysis and Machine Learning
About this Gig
Need to detect objects or classify images in Python? I build computer vision models that turn image data into useful predictions.
This gig focuses on:
- Object detection with YOLO and other deep learning models
- Image classification for your custom categories
- Face recognition for an agreed use case
- Image preprocessing and data augmentation
- Model training, testing and evaluation
I work with Python, PyTorch, TensorFlow, Keras and OpenCV. The approach depends on your dataset, target classes and intended use.
Before ordering, please send a few sample images, the objects or classes you want to identify, your dataset size, whether labels are available, and your expected output. For video or deployment projects, include your target hardware and performance requirements.
We will confirm the deliverables, evaluation criteria and package scope before starting. Accuracy depends on image quality, labels and the available training data.
Message me with your use case so we can choose a practical approach for your computer vision project.
My Portfolio
FAQ
How many image classes can my model recognize?
The practical number of classes depends on the dataset, examples per class and model. Send your class list and sample images so we can assess feasibility and agree on the scope and evaluation criteria.
Can you build a model to recognize animals?
I can assess animal classification or recognition projects using your dataset. Feasibility depends on image quality, labeled examples and whether you need to distinguish species or individual animals. Please share samples before ordering.
Can you build a facial recognition system for attendance?
Yes. Of course, I can build a facial recognition system for attendance.
