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224d-project

image cnn + text rnn w/ GRU to generate sentiment aware text

3d-r2n2

Single/multi view image(s) to voxel reconstruction using a recurrent neural network

ankur.wesbite

ankurmali.github.io

attention-ocr

Visual Attention based OCR

class-incremental-learning

PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)

clstmocr

partial work

compression

continualptncn

We introduce Local recurrent Predictive coding model termed as Parallel temporal Neural Coding Network. Unlike classical RNNs, our model is pure local and doesn't require computing gradients backward in time; thus computationally more efficient compared to BPTT and can be used for online learning

csrankings

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

darkflow

translate darknet to tensorflow. Load trained weights, retrain/fine-tune them using tensorflow, export constant graph def to C++

ddpg-her

Implementation of the Deep Deterministic Policy Gradient and Hindsight Experience Replay.

dynamic-tensorflow-tutorial

Tensorflow tutorial of building different dynamic recurrent neural network

ftprop

Feasible target propagation code for the paper "Deep Learning as a Mixed Convex-Combinatorial Optimization Problem" by Friesen & Domingos (2018).

ganlab

GAN Lab: An Interactive, Visual Experimentation Tool for Generative Adversarial Networks

gym-grid

A simple Gridworld environment for Open AI gym

gym-maze

A simple 2d maze environment for Open AI Gym, where the agent needs to finds its way from the top left corner to the bottom right corner.

how_to_convert_text_to_images

This is the code for "How to Convert Text to Images - Intro to Deep Learning #16' by Siraj Raval on YouTube

image-compression-cnn

Semantic JPEG image compression using deep convolutional neural network (CNN)

instragram-facebook-experiment

Object Detection and Classification using Computer Vision API from Microsoft and Clarifai

intro_to_dl

Course Materials for Intro to DL at USF

ist597_deep_learning_2018

IST597-Homeworks

ist597_fall2019_tf2.0

Official github page for all IST597 Assignments

ist597_sp21

Official GitHub Repository for IST597-SP21

ist597_spring_2022

jpeg-artifact-reduction

jpeg-compressor

Research JPEG encoder

js-assessment

A test-driven approach to assessing JS skills

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

kernel-activation-functions

Several implementations of the kernel-based activation functions