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benjamesbabala's Projects

deep_architect icon deep_architect

DeepArchitect: Automatically Designing and Training Deep Architectures

deep_cnn icon deep_cnn

Deep convolution neural network project with TensorFlow

deep_gitstats icon deep_gitstats

Based on SciPy's normalized git stats, adapted for Deep Learning frameworks

deep_ocr icon deep_ocr

make a better chinese character recognition OCR than tesseract

deep_q icon deep_q

Deep reinforcement learning with TensorFlow

deep_qa icon deep_qa

Using deep learning to answer Aristo's science questions

deep_rl_ale icon deep_rl_ale

An implementation of Deep Reinforcement Learning / Deep Q-Networks for Atari games in TensorFlow

deep_sort icon deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

deep_srl icon deep_srl

Code and pre-trained model for: Deep Semantic Role Labeling: What Works and What's Next

deep_white_balance icon deep_white_balance

Reference code for the paper: Deep White-Balance Editing (CVPR 2020). Our method is a deep learning multi-task framework for white-balance editing.

deepstreet icon deepstreet

Traffic Sign Recognition - Fine tuning VGG16 + GTSRB

deepterrainrl icon deepterrainrl

terrain-adaptive locomotion skills using deep reinforcement learning

deepvideoanalytics icon deepvideoanalytics

Analyze videos & images, perform detections, index frames & detected objects, search by examples.

deepvideodeblurring icon deepvideodeblurring

S. Su, M. Delbracio, J. Wang, G. Sapiro, W. Heidrich, O. Wang. Deep Video Deblurring. CVPR 2017, Spotlight (to appear)

deepvis-preddiff icon deepvis-preddiff

Visualizing Deep Neural Network Decisions: Prediction Difference Analysis

deepvoice icon deepvoice

Deep Voice: Real-time Neural Text-to-Speech

defisheye icon defisheye

Fast Corrects for fisheye distortion in an image.

deft icon deft

Joint detection and tracking model named DEFT, or ``Detection Embeddings for Tracking." Our approach relies on an appearance-based object matching network jointly-learned with an underlying object detection network. An LSTM is also added to capture motion constraints.

dehazenet icon dehazenet

DehazeNet: An End-to-End System for Single Image Haze Removal

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