Projects in Awesome Lists tagged with cs231n-assignment

https://github.com/amanchadha/stanford-cs231n-assignments-2020

This repository contains my solutions to the assignments for Stanford's CS231n "Convolutional Neural Networks for Visual Recognition" (Spring 2020).

attention-mechanism captioning-images cnns computer-vision convolutional-neural-networks cs231 cs231n cs231n-assignment deep-learning deep-neural-networks image-processing neural-network recurrent-neural-networks rnns stanford stanford-machine-learning vision-and-language

Last synced: 19 Jun 2025

https://github.com/leehanchung/cs182

Berkeley CS182/282A Designing, Visualizing and Understanding Deep Neural Networks

berkeley cnn cs182 cs231n cs231n-assignment natural-language-processing nlp pytorch reinforcement-learning tensorflow transformer

Last synced: 23 Sep 2025

https://github.com/mirzaim/cs231n

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

2021 computer-vision convolutional-neural-networks cs231 cs231n cs231n-assignment deep-learning machine-learning neural-network notes pytorch solutions spring-2021 stanford

Last synced: 27 Apr 2025

https://github.com/xiezhq-hermann/cs231n-2017

My own solutions for Stanford CS231n (2017) assignments

course-project cs231n cs231n-assignment deep-learning pytorch

Last synced: 20 Oct 2025

https://github.com/srinadhu/CS231n

My solutions for Assignments of CS231n: Convolutional Neural Networks for Visual Recognition

batchnorm cifar10 class-visualization coco-dataset convolutional-neural-networks cs231n-assignment dropout fooling-images gan image-captioning knn lstm network-visualization numpy pytorch rnn saliency-map softmax-classifier style-transfer svm

Last synced: 27 Nov 2025

https://github.com/sjain-stanford/cs231n

My solutions to CS231N (Convolutional Neural Networks for Visual Recognition, Spring 2017)

cnn cnn-for-visual-recognition convolutional-neural-networks cs231n cs231n-assignment deep-learning visual-recognition

Last synced: 16 Apr 2025

https://github.com/suous/cs231n

CS231n: Deep Learning for Computer Vision, Stanford - Spring 2023

computer-vision cs231n cs231n-assignment cs231n-assignments

Last synced: 30 Jun 2025

https://github.com/wondervictor/cs231n-assignments

convolutional-neural-networks cs231n-assignment deep-learning

Last synced: 17 Apr 2026

https://github.com/vansh-py04/convolution-net-from-scratch

A minimal NumPy-based implementation of a 3-layer convolutional neural network (CNN) from scratch — including custom forward and backward passes for conv, ReLU, pooling, affine, and softmax layers. Perfect for learning how CNNs actually work under the hood.

backpropagation cnn computer-vision convolutional-neural-networks cs231n cs231n-assignment deep-learning from-scratch from-scratch-in-python fully-connected-network machine-learning maxpool2d nueral-networks numpy softmax stanford-deep-learning