CS231N Course Assignments ML Frameworks

Student solutions and implementations for Stanford's CS231n: Convolutional Neural Networks for Visual Recognition course assignments. Does NOT include general computer vision projects, other Stanford courses, or lecture notes without assignment code.

There are 25 cs231n course assignments frameworks tracked. The highest-rated is mbadry1/CS231n-2017-Summary at 44/100 with 1,575 stars.

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# Framework Score Tier
1 mbadry1/CS231n-2017-Summary

After watching all the videos of the famous Standford's CS231n course that...

44
Emerging
2 machinelearningnanodegree/stanford-cs231

Resources for students in the Udacity's Machine Learning Engineer Nanodegree...

43
Emerging
3 Halfish/cs231n

斯坦福 cs231n 作业代码实践

36
Emerging
4 Burton2000/CS231n-2017

Completed the CS231n 2017 spring assignments from Stanford university

36
Emerging
5 khanhnamle1994/computer-vision

Programming Assignments and Lectures for Stanford's CS 231: Convolutional...

36
Emerging
6 jariasf/CS231n

My assignment solutions for CS231n - Convolutional Neural Networks for...

36
Emerging
7 MahanFathi/CS231

Complete Assignments for CS231n: Convolutional Neural Networks for Visual Recognition

36
Emerging
8 mirzaim/cs231n

Note and Assignments for CS231n: Convolutional Neural Networks for Visual Recognition

35
Emerging
9 zlpure/CS231n

My Solution to Assignments of CS231n in Winter2016

35
Emerging
10 mantasu/cs231n

Shortest solutions for CS231n 2021-2025

35
Emerging
11 amanchadha/stanford-cs231n-assignments-2020

This repository contains my solutions to the assignments for Stanford's...

34
Emerging
12 albertpumarola/deep-learning-notes

My CS231n lecture notes

34
Emerging
13 seloufian/Deep-Learning-Computer-Vision

My assignment solutions for Stanford’s CS231n (CNNs for Visual Recognition)...

33
Emerging
14 madalinabuzau/cs231n-convolutional-neural-networks-solutions

Assignment solutions for the CS231n course taught by Stanford on visual...

32
Emerging
15 maxim5/cs230-2018-autumn

All lecture notes, slides and assignments for CS230 course by Stanford University.

31
Emerging
16 DaizeDong/Stanford-CS231n-2021-and-2022

Notes and slides for Stanford CS231n 2021 & 2022 in English. I merged the...

22
Experimental
17 samlkrystof/Stanford-CS231n

Assignment solutions for CS231n - Convolutional Neural Networks for Visual...

21
Experimental
18 arubisov/cs182

Self-study of CS182 (Spring 2021) at UC Berkeley - Designing, Visualizing...

20
Experimental
19 fqhank/CS231n-2021spring

【更新完毕】斯坦福大学计算机视觉经典课程CS231n自学材料,总结了一些遇到的问题和知识点

20
Experimental
20 hoyeonchang/Stanford-CS231n-2021Spring-Assignments

My solutions for the assignments of CS231n course(2021 Spring) of Stanford university

20
Experimental
21 dhungle/CS231n-2018

My solution to the assignments of CS231n from Stanford University

17
Experimental
22 yzhbradoodrrpurp/EECS498

Collection of assignments and resources from Umich EECS498 Fall 2019.

17
Experimental
23 Kang-Jay/CS231n-2025

Personal solutions, learning notes and model architecture diagrams for...

16
Experimental
24 maxim5/cs231n-2020-spring

All notes, slides and assignments for CS231n: Convolutional Neural Networks...

15
Experimental
25 justAbdulaziz10/Deep-Learning-Autuman-2025_Notes

Hands-on CS230 deep learning notebooks — exploring neural networks, CNNs,...

15
Experimental