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Automated design intelligence with GAPflow: overview and benchmarks on GAP8
Automated design intelligence with GAPflow Overview and benchmarks on GAP8 Recent advances in Deep Learning (DL) have opened new perspectives in many application domains. Now, we are able to embed DL enabled features into everyday objects, e.g. wearable cameras that recognize objects, voice-controlled [...]
Which AI models can run at the Very Edge?
Which AI models can run at the Very Edge? Artificial Intelligent (AI) has already become pervasive in our everyday life. Nowadays, we are surrounded by numerous intelligent agents that support the human decision process based on real-time data. Typically, our personal data sensed [...]
GVSOC – The Full System Simulator for profiling GAP Applications
GVSOC The Full System Simulator for profiling GAP Applications https://youtu.be/XpoeASt8Alo GVSOC is functionally equivalent to the real chip. The compiled code that can run on the chip will also run as it is on the simulator. To properly profile [...]
Visual Wakewords on GAP8
Visual Wakewords on GAP8 Sample trace of execution of visual wake words network In the latest GAP SDK, released on the 7th February 2020, we have included a GAPflow example that converts the winner of the Google [...]
Face Identification on a mW power budget
Face Identification on mW power budget using GAP8 Face Identification has attracted a lot of press relating to uses in security applications. It is, however, an interesting feature in many applications. Identifying the owner of a device versus [...]
GAP8 SDK V3.0
New GAP8 SDK V3.0 release from GreenWaves Technologies NEW FEATURES NNTool New flow for neural networks which is replacing tf2gap8. This allows mapping high-level graphs (e.g. from Keras) directly to gap8 with automatic quantization. PMSIS New system layer to [...]