livepeer/verification-classifier

Issues

• Error rate analysis for BRISQUE model

  #90 opened 5 years ago by yondonfu
  0

• Return calculated pixels in "pixels" field for a rendition in API response

  #128 opened 4 years ago by yondonfu
  0

• ci: Tag Docker image with branch name

  #127 opened 4 years ago by yondonfu
  0

• Update docs

  #122 opened 4 years ago by yondonfu
  1

• Run tests in CI

  #117 opened 4 years ago by yondonfu
  2

• Unable to handle 0 FPS in renditions

  #119 opened 4 years ago by yondonfu
  1

• Unable to handle fractional FPS in renditions

  #120 opened 4 years ago by yondonfu
  1

• Defend against RGB channel manipulation

  #115 opened 4 years ago by yondonfu
  7

• API image build in GH action is broken

  #118 opened 4 years ago by yondonfu
  1

• Ensure that the API can handle parallel requests

  #113 opened 4 years ago by yondonfu
  1

• Model URL as API startup arg

  #63 opened 4 years ago by j0sh
  3

• URIs in API Requests

  #64 opened 4 years ago by j0sh
  7

• Add 'host' and 'port' startup flags

  #91 opened 4 years ago by kyriediculous
  2

• Test verifier accuracy when renditions transcoded by a GPU

  #98 opened 4 years ago by yondonfu
  2

• Benchmark verification vs. transcoding on the same CPU machine

  #110 opened 4 years ago by yondonfu
  8

• Re-train models

  #107 opened 4 years ago by yondonfu
  3

• Investigate potential sources of frame/timestamp misalignment between source and rendition in LPMS

  #96 opened 4 years ago by yondonfu
  2

• Compare intermediate upsampled source against renditions transcoded using ffmpeg CLI

  #95 opened 4 years ago by yondonfu
  9

• Investigate how to handle different framerate in source and rendition

  #93 opened 4 years ago by yondonfu
  2

• Experiment with quantization step for random frame sampling

  #104 opened 4 years ago by yondonfu
  1

• Set up CI to auto-build and push verifier image to Livepeer DockerHub

  #92 opened 5 years ago by kyriediculous
  0

• Experiment with optimizations for feature extraction

  #108 opened 5 years ago by yondonfu
  2

• Experiment with adversarial training with CleverHans

  #105 opened 5 years ago by yondonfu
  0

• Classifier Name

  #65 opened 5 years ago by j0sh
  1

• Explore performance enhancements for BRISQUE model using random sampling

  #82 opened 5 years ago by yondonfu
  1

• Integrate meta model into API

  #89 opened 5 years ago by yondonfu
  3

• Add OpenCV based neighbour frame search to undersampling jobs

  #100 opened 5 years ago by ndujar
  1

• Add QoE predictor based on tamper classification extracted features to API

  #101 opened 5 years ago by ndujar
  1

• Debug SL model

  #102 opened 5 years ago by yondonfu
  1

• Upload OC-SVM model to Google cloud

  #103 opened 5 years ago by yondonfu
  1

• Experiment with taking the nearest frame to a timestamp instead of highest nearest

  #97 opened 5 years ago by yondonfu
  1

• Compare performance of reading specific sampled frames instead of reading full video

  #99 opened 5 years ago by yondonfu
  4

• Article V

  #75 opened 5 years ago by yondonfu
  1

• Low Success Rate

  #84 opened 5 years ago by j0sh
  7

• Create a OCSVM tamper model trained on 720p videos

  #88 opened 5 years ago by yondonfu
  8

• Define confidence intervals for verifications when frame random sampling is applied

  #67 opened 5 years ago by ndujar
  1

• Default Policy Parameters for Classifier

  #61 opened 5 years ago by j0sh
  13

• Create training dataset with 720p videos

  #87 opened 5 years ago by yondonfu
  1

• Generate a QoE dataset

  #66 opened 5 years ago by ndujar
  1

• Updated performance benchmarking when extracting QoE metrics

  #72 opened 5 years ago by yondonfu
  1

• Create a QoE predictor

  #71 opened 5 years ago by yondonfu
  1

• Generate a BRISQUE model

  #81 opened 5 years ago by yondonfu
  1

• Video comparison failing

  #79 opened 5 years ago by j0sh
  3

• Audio comparison failing

  #78 opened 5 years ago by j0sh
  3

• Identify reason for seemingly incorrect SSIM values

  #76 opened 5 years ago by yondonfu
  4

• Create a chart that compares tamper scores with QoE metrics for tampered videos

  #68 opened 5 years ago by yondonfu
  1

• Verify md5 hash of audio stream

  #60 opened 5 years ago by yondonfu
  5

• Verifier storage for requests associated with orchestrator ID

  #56 opened 5 years ago by yondonfu
  1

• Return a continuous score in the `tamper` field of an API response

  #54 opened 5 years ago by yondonfu
  2

• Consider allowing small margin of error in framerate check

  #55 opened 5 years ago by yondonfu
  0