datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
agent-course-final-assignment
Agent Course Final Assignment - Unified Dataset
Author: Arte(r)m Sedov
GitHub: https://github.com/arterm-sedov/
Project link: https://huggingface.co/spaces/arterm-sedov/agent-course-final-assignment
Dataset Description
This dataset is produced by the GAIA Unit 4 Agent for the Hugging Face Agents Course final assignment as part of an experimental multi-LLM agent system that demonstrates advanced AI agent capabilities. It demonstrates advanced AI agent capabilities for… See the full description on the dataset page: https://huggingface.co/datasets/arterm-sedov/agent-course-final-assignment.Assignment3Assignment_3
Green Patent Detection: Multi-Agent HITL + PatentSBERTa
This repository contains an advanced green patent detection workflow built for binary classification of patent claims into:
1 = Green / climate mitigation related
0 = Non-green
The project extends a baseline PatentSBERTa workflow by adding a Human-in-the-Loop (HITL) review stage and a multi-agent debate system before final fine-tuning.
Project overview
The goal of this project is to improve green patent… See the full description on the dataset page: https://huggingface.co/datasets/Sristtee/Assignment_3.assignment2-video-detections
Assignment 2 – Image-to-Video Semantic Retrieval
This dataset contains a detection index (Parquet) for a segment of a YouTube video.
Video
video_id: YcvECxtXoxQ
segment processed: 18:39 to 25:04
sampling: 1 frame/second
timestamp offset applied: 1119 seconds (timestamps match the original full video)
Detector
YOLOv8 segmentation (Ultralytics)
base: yolov8n-seg.pt
fine-tuned on: carparts-seg
confidence threshold: 0.25
Files… See the full description on the dataset page: https://huggingface.co/datasets/divyanshmaurya1/assignment2-video-detections.supply-chain-analysis-assignment
Supply Chain Disruption & Recovery Analysis
🎥 Presentation Video
📊 Project Overview
This project explores a dataset of 100,000 supply chain disruption events. The goal is to identify key factors influencing financial loss and recovery time.
Key Insights from EDA:
Costliest Disruption: Cyber Attacks result in the highest average revenue loss.
Production Impact: There is a strong correlation (0.76) between disruption severity and production impact.… See the full description on the dataset page: https://huggingface.co/datasets/IdoTreibatch/supply-chain-analysis-assignment.Assignment2
Dataset Schema
The primary file, detections.parquet, is a column-oriented index of all car parts identified in the video at 1 Frame Per Second (FPS).
Column
Type
Description
index
int64
Indentifier.
video_id
string
Source Video File.
timestamp
float64
The temporal index in seconds (mapping to Frame Library).
class_label
string
The identified car part (e.g., wheel, front_left_door).
bounding_box
list[float]
Bounding box coordinates in normalized [y1, x1, y2, x2]… See the full description on the dataset page: https://huggingface.co/datasets/md789/Assignment2.cs482-assignment1asia-owid-gender-assignment-surgeries-on-children-banned
Gender Assignment Surgeries On Children Banned | Asia (Our World in Data)
🌏 1,715 observations · 49 Asia countries · 1991–2025 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,715 observations of Gender Assignment Surgeries On Children Banned data across 49 Asia countries, spanning 1991–2025.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Gender Assignment Surgeries On… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-gender-assignment-surgeries-on-children-banned.NLP-Assignment3AI_Assignment_2
detections.parquet Schema
Column
Type
Description
video_id
string
YouTube video ID of the source video
frame_index
int
Frame number extracted from video
timestamp_sec
int
Time position in seconds (frame_index × 5)
class_label
string
Detected car part name
confidence
float
Model confidence score (0-1)
x_min
float
Bounding box left edge (pixels)
y_min
float
Bounding box top edge (pixels)
x_max
float
Bounding box right edge (pixels)
y_max
float
Bounding box… See the full description on the dataset page: https://huggingface.co/datasets/mamasihan/AI_Assignment_2.NLP_assignmentassignment-2
Car Parts Video Detection Index
This dataset contains a temporal index of car parts detected in https://www.youtube.com/watch?v=YcvECxtXoxQ
Created for Assignment 2 - CS-UY 6613
Dataset Schema
The Parquet file follows this schema:
Column
Description
video_id
Identifier for the source video.
timestamp
Time where the part was detected.
class_label
The name of the car part.
bounding_box
Coordinates in [x_min, y_min, x_max, y_max] format.
confidence_score… See the full description on the dataset page: https://huggingface.co/datasets/Koolenbrander/assignment-2.assignment2-car-parts-detections
Assignment 2 Detection Index
This repository contains video object detections for the YouTube video YcvECxtXoxQ.
File
video_detections.parquet
Required schema
video_id (string)
frame_index (int)
timestamp (int, seconds)
class_label (string)
bbox_x_min (float)
bbox_y_min (float)
bbox_x_max (float)
bbox_y_max (float)
confidence_score (float)
Notes
Detections are produced at 1 fps sampling.
Retrieval is class-label based with contiguous interval… See the full description on the dataset page: https://huggingface.co/datasets/suhasn3/assignment2-car-parts-detections.Assignment_1_EDA
Bitcoin (BTC) Price Action & Technical Indicators Analysis
Video Presentation
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Project Overview
This research analyzes the "Multi-Model Trading Data" dataset, which consists of Bitcoin (BTC) historical trading data.
this data set haves 7.26K rows and 18 columns.
The Goal: To investigate the direct relationship between Bitcoin’s Price Movements and key technical indicators (Volume ,RSI, MACD, and Stoch RSI)… See the full description on the dataset page: https://huggingface.co/datasets/Yoel125/Assignment_1_EDA.africa-owid-gender-assignment-surgeries-on-children-banned
Gender Assignment Surgeries On Children Banned | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: demographics_social - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-gender-assignment-surgeries-on-children-banned.NLP701_Assignment2_Subtask3_KTO_Datasetassignment4-pairrmassignment2-video-detections
Assignment 2 – Image-to-Video Semantic Retrieval
Overview
This dataset contains object detection results extracted from the YouTube video:
https://www.youtube.com/watch?v=YcvECxtXoxQ
The goal of this assignment was to build a semantic retrieval system that can identify video segments where a specific car exterior component appears.
Instead of manually labeling timestamps, the system detects objects in sampled video frames and stores structured detection results. These… See the full description on the dataset page: https://huggingface.co/datasets/TejaAlapati/assignment2-video-detections.TTT_NLP701_Assignment2_Subtask3cs482-assignment2Assignment2ANLP701_Assignment2_Subtask3_KTO_Dataset_4Assignment-2_data
RAV4 Video Detections
Car parts detected from YouTube video YcvECxtXoxQ using YOLOv8.
Config
Model: YOLOv11 car_parts_model.pt
Confidence threshold: 0.50
Video segment: 18:39 to 25:04 (offset = 1119s)
Sampling: 1 frame per second
Strucutre of the Files :
File
Description
video_detections.parquet
All YOLO detections from video frames
retrieval_results.parquet
Temporal segments matched to query images
Video_detections.parquet… See the full description on the dataset page: https://huggingface.co/datasets/Nikhil1704/Assignment-2_data.AssignmentDatasetgreen-patent-assignment3-datasetAssignment-2
Video Object Detection Index
This repository contains the semantic object detection index for the AI Spring 2026 course (Assignment 2). It was generated by running a fine-tuned YOLOv8 model over sampled frames from the target car exterior video to enable image-to-video retrieval.
Dataset Structure
The dataset consists of a single file (video_index.parquet) that acts as a searchable semantic database.
Schema Description
Each row in the dataset represents a… See the full description on the dataset page: https://huggingface.co/datasets/KalpPatel342/Assignment-2.DroneDetections_Assignment3assignment3-lima-curated-150
Assignment 3 Curated LIMA Dataset
This dataset contains the curated instruction-response pairs produced in Part 3 of Assignment 3.
Source Pipeline
Start from LIMA single-turn examples.
Use the backward model to infer instructions from responses.
Score each (generated_instruction, response) pair with Qwen/Qwen3-1.7B.
Keep examples with score >= 4.
Files
train.jsonl: curated high-quality examples for final instruction tuning
scores.jsonl: all 150 scored… See the full description on the dataset page: https://huggingface.co/datasets/sunming-giegie/assignment3-lima-curated-150.Assignment1
Dataset Card for "Assignment1"
More Information needed
assignment-1bCS 482
Assignment-1B
February 2, 2024