In this study, as system‐level photodetectors, light‐to‐frequency conversion circuits (LFCs) are realized by i) photosensitive ring oscillators (ROs) composed of amorphous indium‐gallium‐zinc‐oxide/single‐walled carbon nanotube (a‐IGZO/SWNT) thin film transistors (TFTs) and ii) phase‐locked‐loop Si circuits built with frequency‐to‐digital converters (PFDC). The 3‐stage ROs and logic gates based on a‐IGZO/SWNT TFTs successfully demonstrate its performance on flexible substrates. Herein, along with the advantage of scalability, a‐IGZO films are used as photosensitive n‐type TFTs and SWNTs are employed as photo‐insensitive p‐type TFTs for better photosensitivity in circuit level. Through the controlling a post‐annealing condition of a‐IGZO film, responsivities and detectivities of a‐IGZO TFTs are obtained as 36 AW−1 and 0.3 × 1012 Jones for red, 93 AW−1 and 3.1 × 1012 Jones for green, and 194 AW–1 and 11.7 × 1012 Jones for blue. Furthermore, as an advanced demonstration for practical application of LFCs, a unique circuit (i.e., PFDC) is designed to analyze the generated oscillation frequency (fosc) from the LFC device and convert it to a digital code. As a result, the designed PFDC can exactly count the generated fosc from the flexible a‐IGZO/SWNT ROs under light illumination with an outstanding sensitivity and assign input frequencies to respective digital code.