ML Developer for Cancer Detection Project

Заказчик: AI | Опубликовано: 11.11.2025

Title: Need ML Project Developer for Breast Cancer Image Classification (with Report & PPT) --- Description: I am looking for a Machine Learning project developer to complete my academic project related to image classification for breast cancer detection. The dataset (images of cancerous and normal breast tissue) will be provided. The goal is to train a machine learning/deep learning model to classify whether a patient has breast cancer or not. Project Requirements: Develop and train the model using Python (TensorFlow/Keras or PyTorch) Implement image preprocessing, data augmentation, and model evaluation Achieve good accuracy, precision, recall, and F1-score Provide a detailed project report (Word or PDF) explaining: Problem statement & objectives Dataset description Model architecture & methodology Results and analysis (with graphs, confusion matrix, etc.) Conclusion and future scope Provide a PowerPoint presentation (PPT) summarizing the project for final submission Include clear code comments and step-by-step explanation so I can understand and demonstrate it Final deliverable should include: Source code (training + testing + inference scripts) Trained model file Project report PPT presentation Short explanation of how to run and verify the code Skills Required: Machine Learning / Deep Learning CNN / Image Classification Python, TensorFlow/Keras (or PyTorch) Data preprocessing & augmentation Report and presentation preparation Additional Info: The dataset consists of breast cancer and normal breast images, which will be shared after project confirmation. The final model should be able to predict whether an input image indicates cancer or not, and I should be able to run the code to verify results.