The urban sounds classification challenge focuses on classifying urban soundscapes. Participants will develop a model that categorizes audio samples into ten predefined urban environments.
Pulmonary Nodule Detection involves developing a model for detecting lung nodules in chest X-ray images. Participants will train the model to identify and localize nodules, drawing bounding boxes around them with confidence scores.
Develop a model to classify molecules as Active or Inactive in inhibiting PTP1B using SMILES representations, aiding drug discovery for diabetes, obesity, and cancer.
Develop an innovative deep learning-based method to tackle the Permutation Flowshop Problem, a fundamental combinatorial optimization challenge! Combine DL models with heuristics to find efficient scheduling solutions.