In this competition, you’re challenged to build a model that is capable of **detecting**  3 different types of mobs in the Mario Universe. You will be using a dataset that consists of images from different Mario versions. The dataset contains screenshots from the game and corresponding annotation files.

The types of mobs that your model will learn to detect:

| Skelerex | Koopa | Goomba |
| --- | --- | --- |
| <img src="https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F12229823%2F74da796ddfa818c6c074571d16f3a112%2FScreenshot%202025-04-09%20at%2019.43.33.png?generation=1744217264837663&alt=media" height= "100"> | <img src="https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F12229823%2F7a30eb89c617db4f4e384b99e9ec9563%2Fscreenshot1.png?generation=1744366798554071&alt=media" height= "100"> | <img src="https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F12229823%2F5bde7788074f3f667663f0b518d8c16e%2FScreenshot%202025-04-09%20at%2019.45.12.png?generation=1744217293380497&alt=media" height= "100"> |
________

|  An example of the image from the dataset |  |
| --- | --- |
|  <img src="https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F12229823%2Ff0b211ce56266191ff8e619c91a8fd90%2FScreenshot%202025-04-09%20at%2020.37.55.png?generation=1744220285156164&alt=media" height= "200">| 


*More details about the dataset can be found from [here](https://www.kaggle.com/competitions/dl-4-cv-competition/data).

**Goal:** Build a model for object detection, that can detect different types of mobs in Mario Universe.