CODSOFT

CODSOFT Internship Projects

Tasks

Task 1: Chatbot with Rule-Based Responses

Objective: Build a simple chatbot that responds to user inputs based on predefined rules.

• Use if-else statements or pattern matching techniques to identify user queries and provide appropriate responses.
• Gain a basic understanding of natural language processing and conversation flow.

Task 2: Tic-Tac-Toe AI

Objective: Create an AI agent that plays the classic game of Tic-Tac-Toe against a human player.

• Implement algorithms like Minimax (with or without Alpha-Beta Pruning) to make the AI unbeatable.
• Learn about game theory and basic search algorithms.

Task 3: Image Captioning

Objective: Combine computer vision and natural language processing to build an image captioning AI.

• Use pre-trained image recognition models like VGG or ResNet to extract image features.
• Utilize a recurrent neural network (RNN) or transformer-based model to generate captions.

Task 4: Recommendation System

Objective: Develop a recommendation system that suggests items to users based on their preferences.

• Use techniques like collaborative filtering or content-based filtering.
• Suggest movies, books, or products to users.

Task 5: Face Detection and Recognition

Objective: Build an AI application that can detect and recognize faces in images or videos.

• Use pre-trained face detection models like Haar cascades or deep learning-based face detectors.
• Optionally, add face recognition capabilities using techniques like Siamese networks or ArcFace.

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