From 59442dd546268ef7aa68f8dee61bb7551371c62e Mon Sep 17 00:00:00 2001 From: Frank Xu Date: Wed, 2 Apr 2025 09:35:59 -0400 Subject: [PATCH] add lab word embedding --- README.md | 4 +++- lab02_Gun_detection_fasterRCNN/README.md | 2 +- {lab04 => lab04_word_embedding}/README.md | 0 {lab04 => lab04_word_embedding}/Word_Embeddings_in_DF.ipynb | 0 {lab04 => lab04_word_embedding}/labxx.ipynb | 0 5 files changed, 4 insertions(+), 2 deletions(-) rename {lab04 => lab04_word_embedding}/README.md (100%) rename {lab04 => lab04_word_embedding}/Word_Embeddings_in_DF.ipynb (100%) rename {lab04 => lab04_word_embedding}/labxx.ipynb (100%) diff --git a/README.md b/README.md index 15d76d1..5bf0d07 100644 --- a/README.md +++ b/README.md @@ -35,7 +35,9 @@ https://colab.research.google.com/github/frankwxu/AI4DigitalForensics/blob/main/ - Lab 2: [Gun detection](https://colab.research.google.com/github/frankwxu/AI4DigitalForensics/blob/main/lab02_Gun_detection_fasterRCNN/gun_detection_fasterRCNN.ipynb) -- Lab 3: [Retrieval-Augmented Generation](https://colab.research.google.com/github/frankwxu/AI4DigitalForensics/blob/main/lab3_RAG//Retrieval_Augmented_Generation_Simple.ipynb) +- Lab 3: [Retrieval-Augmented Generation](https://colab.research.google.com/github/frankwxu/AI4DigitalForensics/blob/main/lab3_RAG/Retrieval_Augmented_Generation_Simple.ipynb) + +- Lab 4: [Word Embedding in Digital Forensics](https://colab.research.google.com/github/frankwxu/AI4DigitalForensics/blob/main/lab04_word_embedding/Word_Embeddings_in_DF.ipynb) - Lab 10: [Reinforcement Learning](https://colab.research.google.com/github/frankwxu/AI4DigitalForensics/blob/main/lab10_Reinforcement_Learning/dqn_lunar_lander_demo.ipynb) diff --git a/lab02_Gun_detection_fasterRCNN/README.md b/lab02_Gun_detection_fasterRCNN/README.md index c53012f..da9dcb9 100644 --- a/lab02_Gun_detection_fasterRCNN/README.md +++ b/lab02_Gun_detection_fasterRCNN/README.md @@ -61,7 +61,7 @@ An example training image with annotations ## R-CNN and Fast R-CNN Algorithm -- The R-CNN (Region-based Convolutional Neural Network) algorithm is a foundational object detection technique in computer vision. You MUST watch [R-CNN Tutorial](https://www.youtube.com/watch?v=nJzQDpppFj) first +- The R-CNN (Region-based Convolutional Neural Network) algorithm is a foundational object detection technique in computer vision. You MUST watch [R-CNN Tutorial](https://www.youtube.com/watch?v=nJzQDpppFj0) first - [Fast R-CNN](https://www.youtube.com/watch?v=5gAq6BZ87aA&t=1454s) is an object detection algorithm that significantly improved upon the original R-CNN (Region-based Convolutional Neural Network) by addressing its speed limitations. Fast R-CNN processes the entire input image through the CNN only once This significantly reduces redundant computations. diff --git a/lab04/README.md b/lab04_word_embedding/README.md similarity index 100% rename from lab04/README.md rename to lab04_word_embedding/README.md diff --git a/lab04/Word_Embeddings_in_DF.ipynb b/lab04_word_embedding/Word_Embeddings_in_DF.ipynb similarity index 100% rename from lab04/Word_Embeddings_in_DF.ipynb rename to lab04_word_embedding/Word_Embeddings_in_DF.ipynb diff --git a/lab04/labxx.ipynb b/lab04_word_embedding/labxx.ipynb similarity index 100% rename from lab04/labxx.ipynb rename to lab04_word_embedding/labxx.ipynb