v0.3.3-Beta Release

• 274 bird species supported
• New combined training and fine-tuning script added

v0.3.0-Beta Release

• Now supports 233 species of birds
• Usability enhancements: display sample from predicted class
• SEO improvements for the site

v0.2.3-Beta Release

Minor changes

• Enabled https in the webapp

Note: for downloading model files please see the v0.1.0 release page

v0.2.2-Beta

New Beta release

• Added functions to get customer feedback
• Added DynamoDB logging for prediction accuracy tracking

Note: for downloading model files please see the v0.1.0 release page

v0.1.1-Beta Minor Release

Minor Release

• UI updates
• Better file upload error handling
• Adding Google analytics

Note: for downloading model files please see the v0.1.0 release page

v0.1.0-Beta Release

First Beta Release

• Now supports 222 bird species
• Model Training:
  • Added validation_split instead of manual validation set separation
  • Modified the dropouts
  • Added model checkpointing for training
• Web UI:
  • Added SEO features
  • "How it Works" page added

v0.0.5-Alpha Release

• Image target size for the model increased to 400x400
• Training batch size increased to 128, and training/fine-tuning epochs to 100
• 21 bird species now supported: Alexandrine Parakeet, Black-headed Ibis, Blue-tailed Bee-eater, Chestnut-headed Bee-eater, Cotton Pygmy Goose, Crested Serpent Eagle, Egret, Great Cormorant, Green Bee-eater, Indian Peafowl, Lesser Whistling Duck, Malabar Pied Hornbill, Mandarin, Owl, Painted Stork, Puffin, Sri Lanka Grey Hornbill, Sri Lanka Junglefowl, Sri Lanka Spurfowl, Toucan, Wood Duck

v0.0.4-Alpha Release

16 Bird species now supported

• Alexandrine Parakeet
• Black-headed Ibis
• Chestnut-headed Bee-eater
• Cotton Pygmy Goose
• Crested Serpent Eagle
• Egret
• Great Cormorant
• Indian Peafowl
• Lesser Whistling Duck
• Malabar Pied Hornbill
• Mandarin
• Owl
• Painted Stork
• Puffin
• Toucan
• Wood Duck

UI Improvements

v0.0.3-Alpha Release

First Alpha Release.

Currently only identifies the following species of birds:

• Cotton Pygmy Goose
• Egret
• Great Cormorant
• Lesser Whistling Duck
• Malabar Pied Hornbill
• Mandarin
• Owl
• Puffin
• Toucan
• Wood Duck